{"as_of":"2026-08-17T03:43:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:cda49e5a210607023083512cefd7d1db0814eb09343d9d7ea8fb5491259a33dd","coverage":[{"denominator":168,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":100,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-11T20:16:47.812482Z","state":"measured"},{"denominator":100,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":100,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-16T06:30:59.297886+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2412.05895/citation-record","integrity":"/paper/2412.05895/integrity","json":"/paper/2412.05895/citation-record.json","paper":"/paper/2412.05895"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.291899Z","title":"Alarms in the intensive care unit: how can the number of false alarms be reduced?","venue":null,"work_id":null,"year":2001},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.291899Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:fcedcecb32a8e29c7a6ff3eb9594d739c40321f7efb52fdf5c6bec38faf5fc04","observation_id":"9d7593fd-ae65-4c95-bd36-fcdfa6ec0c47","resolution":{"observed_at":"2026-08-11T20:16:47.291899Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.299214Z","title":"RS slope detection algorithm for extraction of heart rate from noisy, multimodal recordings,","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.299214Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:fa290fc0e4d2d424f8bba2470579d3b488c56006b8d262848a04a5844df4ac3c","observation_id":"c9cd3da2-55d2-437a-ae19-73c51b0dead4","resolution":{"observed_at":"2026-08-11T20:16:47.299214Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.307794Z","title":"Improvement of force-sensor-based heart rate estimation using multichannel data fusion,","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.307794Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:25b2e46776200eb41f7bc50428b05b04228d5d93f349d4c157e1aedb28172c49","observation_id":"64e7b883-1a1d-4803-b8bf-d48643cec04c","resolution":{"observed_at":"2026-08-11T20:16:47.307794Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.314192Z","title":"Data fusion lexicon. tech. rep., joint directors of laboratories, technical panel for c3","venue":null,"work_id":null,"year":1987},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.314192Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:9dd3b87ed9bb653bdc77c2058955fec0a9345eea7b2a1fef5de6987716af8dfd","observation_id":"65c8a6c5-9883-49d8-bc1d-2a8307ea245c","resolution":{"observed_at":"2026-08-11T20:16:47.314192Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.319294Z","title":"Sensor data fusion,","venue":null,"work_id":null,"year":1988},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.319294Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:10da0db63a22f149764c1b003bd1b2f50e366864ea529042eefd00aa1ba24729","observation_id":"0fba2937-7f06-482e-8136-f9f8f2f66011","resolution":{"observed_at":"2026-08-11T20:16:47.319294Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.325278Z","title":"A Distributed Sensor Architecture For Advanced Aerospace Systems,","venue":null,"work_id":null,"year":1988},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.325278Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:a98cd4fe1cb6918b3b32ac10c11dbaca4e3844c7602944e97a92f6cbd5c0f020","observation_id":"132441cd-eb6e-4d4c-bc78-a93b0bea99ed","resolution":{"observed_at":"2026-08-11T20:16:47.325278Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.330204Z","title":"Sensor models and multisensor integration,","venue":null,"work_id":null,"year":1988},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.330204Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:813e1b26b0a24f1bc130e29199ecbb5fb00b40bb2e782005d0d42ab56309fdfc","observation_id":"a4aa15e1-f0a3-4cc9-96a6-9fbc2746345a","resolution":{"observed_at":"2026-08-11T20:16:47.330204Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.335282Z","title":"Multisensor integration and fusion in intelli- gent systems,","venue":null,"work_id":null,"year":1989},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.335282Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:69ffab25e8d66e016beb9fbc4ed5629159c22e3d146e887009489fb71c412104","observation_id":"f699eae4-4eb0-479a-adde-b86f7cb231b1","resolution":{"observed_at":"2026-08-11T20:16:47.335282Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.340188Z","title":"Sensor Integration And Data Fusion,","venue":null,"work_id":null,"year":1990},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.340188Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:d2c260da9cd314469803b5139ce8627edf430f8a00b9a79f0be08504b1a2ad3f","observation_id":"248f9658-da3a-47a3-93f4-fe839323b51a","resolution":{"observed_at":"2026-08-11T20:16:47.340188Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.345489Z","title":"Interpretation of remotely sensed images in a context of multisensor fusion using a multispecialist architecture,","venue":null,"work_id":null,"year":1993},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.345489Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:2e8c90f57e4a4afb8fcb92e52cbec5090afc813dcd8a7892bd99ec0ab0107259","observation_id":"27bd4fd4-d114-476b-baf9-6ede6d9665c2","resolution":{"observed_at":"2026-08-11T20:16:47.345489Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.350557Z","title":"Sensor fusion potential exploitation-innovative archi- tectures and illustrative applications,","venue":null,"work_id":null,"year":1997},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.350557Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:0aa69efbf6e098791ba4084f3034ab831397d9842ac3f384742e3ab92bbddfef","observation_id":"f27089ce-2eef-40b1-9769-6ecfdeb612a3","resolution":{"observed_at":"2026-08-11T20:16:47.350557Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.357568Z","title":"Multi-sensor data fusion in defence and aerospace,","venue":null,"work_id":null,"year":1968},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.357568Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:c4834195df2a29ebe464fd41fca0a58d4f398cef1df0249a0d2364a1a6ebba0a","observation_id":"31776fc4-0ecb-4788-a61d-75dc156f5079","resolution":{"observed_at":"2026-08-11T20:16:47.357568Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.362263Z","title":"Multisensor image fusion in remote sensing: Concepts, methods and applications,","venue":null,"work_id":null,"year":1998},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.362263Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:717704ae8028477773c096a2e678fa76396098961afc95a2c8e9aa6779136bf8","observation_id":"4a84b88c-c124-40a7-ba07-90ac758625d3","resolution":{"observed_at":"2026-08-11T20:16:47.362263Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.367874Z","title":"The omnibus model: a new model of data fusion?","venue":null,"work_id":null,"year":2000},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.367874Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:6df77add4cc8724d1f622b86cc6d8527e147c5174bb1909e8d16e63a4135c513","observation_id":"614ca858-ba6f-4227-abab-d253e05f906e","resolution":{"observed_at":"2026-08-11T20:16:47.367874Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.372945Z","title":"An evaluation methodology for fusion processes based on information needs,","venue":null,"work_id":null,"year":2001},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.372945Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:5604f474a8e59e0c4a9104575302bc629a6c6c892f48f9e2e30204adc2847139","observation_id":"348f243d-357e-4691-a816-32b4ea97dc4a","resolution":{"observed_at":"2026-08-11T20:16:47.372945Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.378157Z","title":"Knowledge and data fusion in probabilistic networks,","venue":null,"work_id":null,"year":2003},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.378157Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:796b759e03887e3bc424e8c4aa9818a20a3cdd887bafba3dfa1c6d347710b379","observation_id":"562e04e0-b98e-43df-8499-d504fa46210e","resolution":{"observed_at":"2026-08-11T20:16:47.378157Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.383496Z","title":"Performance modeling for multisensor data fusion,","venue":null,"work_id":null,"year":2003},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.383496Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:64147bacb8fa56b9110dff751a18e8d6cf9c63bc53fa393e053ab5eba2d219d9","observation_id":"6c258733-44df-466d-98f0-ba04600e9e98","resolution":{"observed_at":"2026-08-11T20:16:47.383496Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.387894Z","title":"A general data fusion architecture,","venue":null,"work_id":null,"year":2003},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.387894Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:8a93753b90f4c89ed0a965aec720e3092726c3adc569913ae7a6bd889c8f61c7","observation_id":"936e1a6b-0ebe-4ee9-8cbd-ecebe46728d8","resolution":{"observed_at":"2026-08-11T20:16:47.387894Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.392098Z","title":"Soft computing techniques,","venue":null,"work_id":null,"year":2004},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.392098Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:c32ac0bec4b407e790ac3dcf1a9896b741a5598f29d85eee0f066cb1e5a9319f","observation_id":"9fbebbaf-3813-4adc-8274-b6a965990ee5","resolution":{"observed_at":"2026-08-11T20:16:47.392098Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.396395Z","title":"Fusion in the context of information theory,","venue":null,"work_id":null,"year":2004},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.396395Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:154241879cf6778c2d461931327fa42a8c4708cc03c1ce4517268f58216cd285","observation_id":"3ce2dad5-2b3d-40b9-b00a-5de4f255a061","resolution":{"observed_at":"2026-08-11T20:16:47.396395Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.400627Z","title":"Fusion metrics for dynamic situation analysis,","venue":null,"work_id":null,"year":2004},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.400627Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:39653b7a83aa702526a1b68945a1b45edb0d7259435d091bc2c90daa3ebfc9e7","observation_id":"18bab1ce-b7b2-443f-884a-b7c0845e9199","resolution":{"observed_at":"2026-08-11T20:16:47.400627Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.404630Z","title":"A review of data fusion models and architectures: towards engineering guidelines,","venue":null,"work_id":null,"year":2005},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.404630Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:c7f9c89651463c71bb1f7b7e0a03f359a5175e8aa96d8026ddcf72cac30f5af3","observation_id":"40e4d3af-160e-47e0-a97a-1b03cb3394cf","resolution":{"observed_at":"2026-08-11T20:16:47.404630Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.408616Z","title":"A sensor fusion framework for online sensor and algorithm selection,","venue":null,"work_id":null,"year":2008},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.408616Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:0f36ee8219f9bd2427f93fdc37ddfd7c25d3832e861e89cea59e3c584f6de453","observation_id":"3c4350e6-fed1-4d58-a367-2d1c6b622d0d","resolution":{"observed_at":"2026-08-11T20:16:47.408616Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.412772Z","title":"Systems engineering approach for imple- menting data fusion systems,","venue":null,"work_id":null,"year":2009},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.412772Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:d0fb9cc79c5004bd60fee19e83519a56aeb0270ef9c94be46ee0e711fa4b6f7b","observation_id":"3751d66e-51f6-4842-b170-cc3db60e8952","resolution":{"observed_at":"2026-08-11T20:16:47.412772Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.416823Z","title":"Assessing the performance of multisensor fusion processes,","venue":null,"work_id":null,"year":2009},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.416823Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:f709f2499ca40a8e52bdbac3778ac0e372677b342fee0ca708e62741335f88c1","observation_id":"d76c1582-38a0-49e9-8c26-54f071dd0f1e","resolution":{"observed_at":"2026-08-11T20:16:47.416823Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.421111Z","title":"Advances in multi-sensor data fusion: Algorithms and applications,","venue":null,"work_id":null,"year":2009},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.421111Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:c05a2202e11e3aa485e49e8f8eebc11898bf7379ed36bb1198efac81b5cffcc3","observation_id":"daf34486-8338-4484-9ec2-99ea60e8b9fb","resolution":{"observed_at":"2026-08-11T20:16:47.421111Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.425199Z","title":"Research on fusion performance model for multisensor data fusion,","venue":null,"work_id":null,"year":2010},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.425199Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:09c4bcd16f2697e1d3641f2b208cba9b4016cec37405f7ec4f2a9f0f1b981180","observation_id":"036a53c1-7db3-43cb-ac22-39d9dda97f7e","resolution":{"observed_at":"2026-08-11T20:16:47.425199Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.429431Z","title":"A review of data fusion techniques,","venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.429431Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:95d680715f963231d9de144eaf3b2f8c5e0ea9d84275fd444798c1ecd48a19a4","observation_id":"e3717519-e153-4b17-9d3a-9e9853293d46","resolution":{"observed_at":"2026-08-11T20:16:47.429431Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.434901Z","title":"Sensor fusion: A review of methods and applications,","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.434901Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:8b2d80bfe1b69c65e2dae23de1823262aca11a9274296d6d4d23003993a02f34","observation_id":"598fe35a-3ebe-4c87-ae67-53599959a529","resolution":{"observed_at":"2026-08-11T20:16:47.434901Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.439107Z","title":"An introduction to sensor fusion,","venue":null,"work_id":null,"year":2001},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.439107Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:b0f9ba3b8b9df6bedb9063cb7b064f302aa53f98a7976402a83189ef13f74c7d","observation_id":"235a4c3f-6c20-46cb-9f3f-2711fc8c643b","resolution":{"observed_at":"2026-08-11T20:16:47.439107Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.443087Z","title":"A discourse on winning and losing [briefing slides],","venue":null,"work_id":null,"year":1987},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.443087Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:b1bed0b6e37b37714f9082919ce6d16097d17ea2ad08562a1b664a3af1b10123","observation_id":"6c64ddb0-3ea5-4b98-b93e-1969f7f6299e","resolution":{"observed_at":"2026-08-11T20:16:47.443087Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.448077Z","title":"Robust heartbeat detection from multimodal data via CNN-based generalizable information fu- sion,","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.448077Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:62f11ca5eaf24e0a9260f01c6006ac96f97dca5dfcf81d2ced1e457c2b706af9","observation_id":"41b54ff6-93ad-413d-a7a1-a7e9686a2367","resolution":{"observed_at":"2026-08-11T20:16:47.448077Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.452395Z","title":"A deep learning approach to monitoring and detecting atrial fibrilla- tion using wearable technology,","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.452395Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:660bcd7669384329d266161645d846a7927c5909905b917de0eb3499b19f6c35","observation_id":"b1bc6ec0-76b7-4ed5-99ad-08feaa28f67b","resolution":{"observed_at":"2026-08-11T20:16:47.452395Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.458921Z","title":"Atrial fibrillation detection using photo-plethysmography and acceleration data at the wrist,","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.458921Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:c46c071c28bef55f022a123968b70b5fe03ddd80faf981db8aa970d7c65ea3a9","observation_id":"c5ad21b0-4ae4-424c-bab0-49eaa07d19e8","resolution":{"observed_at":"2026-08-11T20:16:47.458921Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.463390Z","title":"A survey on machine learning for data fusion,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.463390Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:a872618134eb4212deec93d7cfa0b97cee86b835cb90b100783f76b34c761a84","observation_id":"6b03bb6b-3ea6-400d-8c3a-4fdb9eb1f549","resolution":{"observed_at":"2026-08-11T20:16:47.463390Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1709.07065","last_updated":"2017-09-20T20:08:16Z","snapshot_observed_at":"2026-08-14T20:31:15.697572Z","submitted_at":"2017-09-20T20:08:16Z","title":"Multi-camera Multi-Object Tracking","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1709.07065","snapshot_observed_at":"2026-08-11T20:16:47.468179Z","title":"Multi-camera multi-object tracking,","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.468179Z"},"links":{"cited_paper":"/paper/1709.07065","citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:30df62cd41abe4e8ae522f20c1e5b2496911045457ae18babccb5b794f7ee3bd","observation_id":"0e8c57d9-5bff-4caa-a69e-e8da12143c55","resolution":{"observed_at":"2026-08-11T20:16:47.468179Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.473302Z","title":"A multimodal data fusion technique for heartbeat detection in wearable IoT sensors,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.473302Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:4df11bc5a4be9d6f51f79577d45cea6144993a4dc01bd567bc10dd77ba5becce","observation_id":"513c09f6-b711-4036-b0e7-9cee85f9402d","resolution":{"observed_at":"2026-08-11T20:16:47.473302Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.477263Z","title":"Robust heart rate estimation from multimodal physiological signals using beat signal quality index based majority voting fusion method,","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.477263Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:c5171104fdf473f840b0ae1e4bb4d633d3226db76010378f8c79c18c03b92171","observation_id":"98d7f95c-ef83-4e15-bc14-2e9e535bba8d","resolution":{"observed_at":"2026-08-11T20:16:47.477263Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.485751Z","title":"Robust detection of heartbeats using association models from blood pressure and EEG signals,","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.485751Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:98d632635f4ec15384d77ef8f3238b037e94ebf230fff661d61d39187f9e53bc","observation_id":"58e16a66-2a17-42db-9de0-7d4c3ff3750a","resolution":{"observed_at":"2026-08-11T20:16:47.485751Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.490038Z","title":"Respiratory rate assessments using a dual- accelerometer device,","venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.490038Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:7003c9012fb463f5434eb554d0a6041e5a8a95741b9ec12030026e7636746790","observation_id":"81c849b0-4fec-4aad-b110-08baaecd3ace","resolution":{"observed_at":"2026-08-11T20:16:47.490038Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.495315Z","title":"A robust fusion model for estimating respiratory rate from photoplethys- mography and electrocardiography,","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.495315Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:cba556e175de6549aaacb59fc08c7b6d984f1a3a8f0a0d426b32a1471d70e05f","observation_id":"67993f4d-eef5-4205-a81c-d87925c742a3","resolution":{"observed_at":"2026-08-11T20:16:47.495315Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.499573Z","title":"Data fusion of multimodal cardiovascular signals,","venue":null,"work_id":null,"year":2005},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.499573Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:4b11de97665a1b7b4411065d6d7d2a96b611228a7c87a199b26542109ae02dd0","observation_id":"1d955d19-5b99-4ada-87f0-bb16bf6d55d7","resolution":{"observed_at":"2026-08-11T20:16:47.499573Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.503312Z","title":"A new hierarchical method for inter-patient heartbeat classification using random projec- tions and RR intervals,","venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.503312Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:c4ae868b9e026b5df8c96a822b231529cb6c66dfaf75440dcce0604f940575a1","observation_id":"638d2e26-6755-468e-8b9f-698b95bb390b","resolution":{"observed_at":"2026-08-11T20:16:47.503312Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.507915Z","title":"Ro- bust sensor fusion of unobtrusively measured heart rate,","venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.507915Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:457b0ad4ab6b34972fb88d1241ab5f4c1f37d5e28f09226573faed05a1d024ef","observation_id":"9288679d-a2cd-4924-ad06-d38c486ffc20","resolution":{"observed_at":"2026-08-11T20:16:47.507915Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.513092Z","title":"A systematic review on fusion techniques and approaches used in applications,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.513092Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:1234ca4e99adf69de524a66b6266b6b3f50f3a3332c884f3550672df44e195e9","observation_id":"392df99c-2780-4696-9283-86ea59a72eab","resolution":{"observed_at":"2026-08-11T20:16:47.513092Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.517578Z","title":"Towards Raw Sensor Fusion in 3D Object Detection,","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.517578Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:91927f51848ddf9284a4213235f4dadd9ba9facfaf07448b983bb91afb5c5d3a","observation_id":"584fcb37-c92c-4975-8521-db00798b9f02","resolution":{"observed_at":"2026-08-11T20:16:47.517578Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.521421Z","title":"Real-time hybrid multi-sensor fusion framework for perception in autonomous vehicles,","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.521421Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:bcfc68a333532f443c53187c81aa36664af5430eb3563cc0de41c2897a8c24c0","observation_id":"fb2dab76-9174-480e-bbec-0862e4c464ce","resolution":{"observed_at":"2026-08-11T20:16:47.521421Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.525426Z","title":"Deep learning sensor fusion for autonomous vehicle perception and localization: A review,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.525426Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:e4d6590ea7505046ce833ec21f368d7e02ea5b3f6298e7f415ce90fd8388c1c8","observation_id":"c3185dd2-7704-42dc-8941-c9298cd1d6f7","resolution":{"observed_at":"2026-08-11T20:16:47.525426Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.530466Z","title":"Multiple sensor fusion and clas- sification for moving object detection and tracking,","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.530466Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:cb15b0b54ef96611ed8603a63934a2b7179efd4c62807470a619f1a820b727a2","observation_id":"73e436ab-3512-4f6c-82fd-af8638b5b71a","resolution":{"observed_at":"2026-08-11T20:16:47.530466Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.537324Z","title":"RVNet: Deep Sensor Fusion of Monocular Camera and Radar for Image-Based Obstacle Detection in Challenging Environments,","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.537324Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:cc33a84d1cc8bf7393a82d74f29f0ea3692b0cb3d8daee0316d340d1e1e5c413","observation_id":"f8681976-3883-4e96-9376-eed8d92d607c","resolution":{"observed_at":"2026-08-11T20:16:47.537324Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.541671Z","title":"Rich feature hierarchies for accurate object detection and semantic segmentation,","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.541671Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:195efcbc1e03b80a54d51d0b450bee82190f2bd51a6b149fd07536ef607b8ed4","observation_id":"cce39603-f784-4a61-8e99-70f443194629","resolution":{"observed_at":"2026-08-11T20:16:47.541671Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.551441Z","title":"Pose estimation of a mobile robot based on fusion of imu data and vision data using an extended kalman filter,","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.551441Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:0b66410137790867ef77db86cb87b7bcb1beb92232592d1078512300d1bfad32","observation_id":"d3020d8c-3238-4dc8-aac5-a2783d3f52ea","resolution":{"observed_at":"2026-08-11T20:16:47.551441Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.556332Z","title":"Multi-sensor fusion based robot self-activity recognition,","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.556332Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:6157440aaf622ca3e470a4807b8bc06afa06af364a11aa1151f110acce0d23fd","observation_id":"7ab648f6-29b8-4c0d-9181-cc4747bdbc75","resolution":{"observed_at":"2026-08-11T20:16:47.556332Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.560356Z","title":"A review of sensor fusion techniques for underwater vehicle navigation,","venue":null,"work_id":null,"year":2004},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.560356Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:405947085f08972f21c647050d530fed3d331517c41f0b90ac4bcdf072d70ba9","observation_id":"f5d8f1da-0ab0-483c-8442-91d9a65abe8a","resolution":{"observed_at":"2026-08-11T20:16:47.560356Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.565468Z","title":"A survey of sensor fusion methods in wearable robotics,","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.565468Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:b11e25e08020099e4dca4d44278fcf5031e8f2053736f8bc9d9e9a8a632e8298","observation_id":"f7068ea4-8164-42c4-bace-7f870f520f77","resolution":{"observed_at":"2026-08-11T20:16:47.565468Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.570270Z","title":"Data fusion and multiple classifier systems for human activity detection and health monitoring: Review and open research directions,","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.570270Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:488665ee339eef9dec40fa64b348b97a1a316e0568523c050fcad6efad96fd31","observation_id":"b49b9b65-e940-4f24-b40e-bf70dab29c8a","resolution":{"observed_at":"2026-08-11T20:16:47.570270Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.574584Z","title":"Multi- sensor fusion in body sensor networks: State-of-the-art and research challenges,","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.574584Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:14b5c13906326740bd5be06e25ee2cdcede859f439cac5a9326d0101573412c6","observation_id":"8909386b-a7a8-41ae-a982-40ec7545f836","resolution":{"observed_at":"2026-08-11T20:16:47.574584Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.579338Z","title":"Feature-level fusion of surface elec- tromyography for activity monitoring,","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.579338Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:edd2543c30f3defbe0fb099b5aa740a55dd64ca733834a85dbc5bf5714a11acf","observation_id":"0de2b2c9-608c-4175-8d28-2dfd3ede0afe","resolution":{"observed_at":"2026-08-11T20:16:47.579338Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.585326Z","title":"Multimodal medical image sensor fusion framework using cascade of wavelet and contourlet transform domains,","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":60,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.585326Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:c222e80930eb4298a8ff5074e34cfa3e4c7b0da71e22af411a3e137e96aa6424","observation_id":"5734e598-86ec-4fa2-b116-8b60def08326","resolution":{"observed_at":"2026-08-11T20:16:47.585326Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.590846Z","title":"Review of pixel-level image fusion,","venue":null,"work_id":null,"year":2010},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":61,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.590846Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:26a69c86ba0108c0b4374eb53256cd185e91e1573f280efc3af052cabc63626a","observation_id":"5dd40f97-7ce1-4a77-a0b6-59e9c6476e70","resolution":{"observed_at":"2026-08-11T20:16:47.590846Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.595507Z","title":"Tomography defined as sensor fusion,","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":62,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.595507Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:46bb9f619541efd1cbb9ba9badde1a8963b456da796e26cee1e3090b9ffafe57","observation_id":"01514f0d-9b2a-4a07-a9f3-4491a43e3dff","resolution":{"observed_at":"2026-08-11T20:16:47.595507Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.603014Z","title":"Sensor-level fusion to enhance health and usage monitoring systems,","venue":null,"work_id":null,"year":2008},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":63,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.603014Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:2bce409495fd3b08883234e494d4b4020401d3a646f3db645bbd7ef43f775d51","observation_id":"27e9b165-e50f-4e7c-b9a9-35db29f8688d","resolution":{"observed_at":"2026-08-11T20:16:47.603014Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.608237Z","title":"An integrated multi-sensor fusion-based deep feature learning approach for rotating machinery diagnosis,","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":64,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.608237Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:37a54a978371437574dd1eee85ec8af79362848f18555bcdfa9c4f38cee48086","observation_id":"91b3cb79-b16a-487f-8fd7-cf913f6ab570","resolution":{"observed_at":"2026-08-11T20:16:47.608237Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.613156Z","title":"Deep learning sensor fusion in plant water stress assessment: A comprehensive review,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":65,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.613156Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:7a1e5885bbc1a474418ede70bfb825b8023f1dd5b92bef435b2a4dbe47371339","observation_id":"7fec7b77-0259-4104-b827-48578a3463ca","resolution":{"observed_at":"2026-08-11T20:16:47.613156Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.618406Z","title":"Gas detection and identification using multimodal artificial intelligence based sensor fusion,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":66,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.618406Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:88cdf8dd21a562cbf7348d55397f6e826e2788b81282eb59e8523ae7689353b5","observation_id":"e5f43d6d-35cb-4ec3-a378-a02734f71238","resolution":{"observed_at":"2026-08-11T20:16:47.618406Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.622770Z","title":"Detecting pulse from head motions in video,","venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":67,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.622770Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:3ca4f37237b71ec9a534ab8ef8329a762a8cd021a40c58e7dcc7bc3e8500330b","observation_id":"904932ef-c7b7-4c2c-ad7c-161c5e1c9ad8","resolution":{"observed_at":"2026-08-11T20:16:47.622770Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.627575Z","title":null,"venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":68,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.627575Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:2f197866a6baffabf76f2ac2aa13af8bcbbc6a1727c28e000ba723a9c3be22d1","observation_id":"f370895b-4c8f-445f-8709-e73940361672","resolution":{"observed_at":"2026-08-11T20:16:47.627575Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.632023Z","title":"Signal-quality indices for the electrocardiogram and photoplethysmogram: Derivation and applications to wireless monitor- ing,","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":69,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.632023Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:75e4ca12d92ce07c6871ce0a56371f8f135a0495ddf5925ad132d43a8aebbe71","observation_id":"e893baa9-56bb-4dc7-9788-5006604bf56c","resolution":{"observed_at":"2026-08-11T20:16:47.632023Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.637618Z","title":"Binary classifiers for data integrity detection in wearable IoT edge devices,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":70,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.637618Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:0a425317a53e7b9bc47b4b7a79b3d92b1be797a6af98f73fb00223bdc66f3d11","observation_id":"6574095a-bcf2-4d52-a7c1-5ba0206b2d8c","resolution":{"observed_at":"2026-08-11T20:16:47.637618Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.641837Z","title":"A generalized signal quality estima- tion method for IoT sensors,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":71,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.641837Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:4f9339d637a862ecba36bfbeb525dddcaf5dbe9b7452f6e9be6e012f3e8a3ddd","observation_id":"72c6f47c-ffbe-4ebe-a472-28d742a30f06","resolution":{"observed_at":"2026-08-11T20:16:47.641837Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.647148Z","title":"An approximate binary classifier for data integrity assessment in IoT sensors,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":72,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.647148Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:f006d19d32b2224ae8bcfa5dc56a9cb601e13f16409e34a63929a1d9a3641828","observation_id":"ae60299d-c569-41ef-9dde-55faaa8c3a6c","resolution":{"observed_at":"2026-08-11T20:16:47.647148Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.651948Z","title":"Robust detection of heart beats in multimodal data,","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":73,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.651948Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:a9823d15c5ec07835155808abc44b2730991cc305aa273a2dfdb8182b1608ae2","observation_id":"63e87d8b-fe43-4099-9cb8-75034c2a2325","resolution":{"observed_at":"2026-08-11T20:16:47.651948Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.657422Z","title":"Data fusion of multivariate time series: Application to noisy 12-lead ECG signals,","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":74,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.657422Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:adb45f5e13cd7af2169aefa14608fc4810dc362a3b4b7dd0e5fee1bfcc9e4fb7","observation_id":"ea5f9a5c-fa78-45d6-8bc4-7d4469b6ce58","resolution":{"observed_at":"2026-08-11T20:16:47.657422Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.662320Z","title":"A real-time QRS detection algorithm,","venue":null,"work_id":null,"year":1985},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":75,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.662320Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:49a124bb98e9433bdf762a8529b23b27e785434fb8f776179602f3027d262707","observation_id":"af92918d-c067-4e28-88b7-03d974a50941","resolution":{"observed_at":"2026-08-11T20:16:47.662320Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.667028Z","title":"A single scan algorithm for QRS- detection and feature extraction,","venue":null,"work_id":null,"year":1979},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":76,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.667028Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:aeebbafcdafe040e3d79ad8d7ee165d1302fc3cd458f0c6c18551a6fa74358e4","observation_id":"15532dad-7050-41be-bf7e-71e116149c8e","resolution":{"observed_at":"2026-08-11T20:16:47.667028Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.672359Z","title":"A robust open-source algorithm to detect onset and duration of QRS complexes,","venue":null,"work_id":null,"year":2003},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":77,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.672359Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:4f50d99c95236c1e90df05345b2b526d69521700775ee86e385238c21d9a143a","observation_id":"7d4472ec-5e9e-4b39-9038-2a831ce9e9b0","resolution":{"observed_at":"2026-08-11T20:16:47.672359Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.677431Z","title":"A multilead fusion based QRS complex detection method on 12-lead electrocardio- gram signals,","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":78,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.677431Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:5fba2de8af5aa3b5bf88fcbf7972666e8fa481d675f9b1e0e940b710aa396b47","observation_id":"c0b4aa00-e844-46ba-9ea3-1ec4e4a823e5","resolution":{"observed_at":"2026-08-11T20:16:47.677431Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.683801Z","title":"Robust algorithm to locate heart beats from multiple physiological waveforms by individual signal detector voting,","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":79,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.683801Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:250de20aeacad71b5c95c64509df8af15a7841e9e20de9247f25199c662d1818","observation_id":"f41052a1-69f7-4657-848c-bc277618b726","resolution":{"observed_at":"2026-08-11T20:16:47.683801Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.689316Z","title":"Multimodal sensor fusion of cardiac signals via blind deconvolution: A source-filter approach,","venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":80,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.689316Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:cfbdcbb9ae02581051302c0a0190aec51b9791100ec5d83dcd475415914181bd","observation_id":"bb27556e-a60c-4d05-b9d1-106a8d112ea7","resolution":{"observed_at":"2026-08-11T20:16:47.689316Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.695226Z","title":"R-peak estimation using multimodal lead switching,","venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":81,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.695226Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:d0b70a948b27399a31faa265b05582d86c42df23b82aec1cb398fb211660a257","observation_id":"54c19fc7-d887-4109-9d03-1edf2d90b150","resolution":{"observed_at":"2026-08-11T20:16:47.695226Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.700777Z","title":"Robust detection of heart beats using dynamic thresholds and moving windows,","venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":82,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.700777Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:67428c6d0d743bfd118b3b6dc512840fb1f7608ed0f1aadf976578b21138b08b","observation_id":"47758816-3714-43da-a4ff-01842a59861d","resolution":{"observed_at":"2026-08-11T20:16:47.700777Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.707932Z","title":"Applying quality index criterion for flexible multi-detection of heartbeat using features of multimodal data,","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":83,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.707932Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:cbceb8f83382ea6bbbb5a0f04daa5e1a43c9438cf10f4cfb04c98db7768dce76","observation_id":"e3af6342-605f-4e24-a1e8-05d564e1e5a9","resolution":{"observed_at":"2026-08-11T20:16:47.707932Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.714069Z","title":"Heart rate estimation from non-cardiovascular signals using slope sum function and teager energy,","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":84,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.714069Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:a64920ab91e48ea50c280f4ca2876c1bf3487d64e5888e86468eb9861abd4cfe","observation_id":"1253b71b-a846-433e-80b7-fc7b78b56e0b","resolution":{"observed_at":"2026-08-11T20:16:47.714069Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.722667Z","title":"Multimodal information fusion for robust heart beat detection,","venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":85,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.722667Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:2378efb4e05442f1f9f4dd3ba6b812048d9a64dcd2690a256aa7399818b97daa","observation_id":"7f88c4e3-06b4-4986-9086-a6f71ef2c450","resolution":{"observed_at":"2026-08-11T20:16:47.722667Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.729884Z","title":"Signal-Level Fusion with Convolutional Neural Networks for Capacitively Coupled ECG in the Car,","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":86,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.729884Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:a91dce2b126eb99244d023f4ed48842d017ef9d2199058ce9a94c5fb502c7064","observation_id":"ce811099-bef9-464b-8bae-ef26bb5b5631","resolution":{"observed_at":"2026-08-11T20:16:47.729884Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.736821Z","title":"Sensor fusion for robust heartbeat detection during driving,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":87,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.736821Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:630af94c3f26485ac6e6e7810f1234a938cca96a753391f827f7eb26c6c448ba","observation_id":"771d06e5-f2ea-4a34-bf29-233a23be61db","resolution":{"observed_at":"2026-08-11T20:16:47.736821Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.744204Z","title":"Continuous-valued annotations aggregation for heart rate detection,","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":88,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.744204Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:523fb67b52230cea249057748cfa994029fc6504f3eaa76d219c2bf0b3d19650","observation_id":"3341f3a0-5044-49f0-bde1-00362d355e54","resolution":{"observed_at":"2026-08-11T20:16:47.744204Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.752032Z","title":"A bayesian fusion model for heart rate an- notations,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":89,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.752032Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:fdbafa8ffc3c6127d8f7500766fc28e9309144cabf2dc734a8af83a875c91d49","observation_id":"a064c206-6e03-4937-bdf8-25460cbc8deb","resolution":{"observed_at":"2026-08-11T20:16:47.752032Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:47.756781Z","title":"Particle filtering and sensor fusion for robust heart rate monitoring using wearable sensors,","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":90,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.756781Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:649bdb2c717c205f5676713fde1e5a41962e7dccbdc50bb5a122236d781f1b5b","observation_id":"85ce678e-9ab3-42c0-a76b-9c2ce8b86d1e","resolution":{"observed_at":"2026-08-11T20:16:47.756781Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:49.373352Z","title":"Bayesian fusion of multi- ple sensors for reliable heart rate detection,","venue":null,"work_id":"99978670-01cd-479c-9252-f5e5ca40ace5","year":2014},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":91,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.760862Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:c8e2a5e3b853f6d817269bad087a204c201483a21b63da9deefbec0f4300dab7","observation_id":"a27b1fc1-280e-4c81-b0cb-79d9765832c1","resolution":{"observed_at":"2026-08-11T20:16:49.377109Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:49.360614Z","title":"Robust interbeat interval and heart rate variability estimation method from various morphologi- cal features using wearable sensors,","venue":null,"work_id":"445c023b-0419-4d6c-a1ca-f587b892af08","year":2020},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":92,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.766857Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:2cf2daaae8e878e8db0d1d1e57db0a7a9ca08824648cfc11133e37c66920dacf","observation_id":"550d499f-196f-4c03-8c34-138d2b700a3f","resolution":{"observed_at":"2026-08-11T20:16:49.364847Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:49.349244Z","title":"A fault-tolerant hardware architecture for robust wearable heart rate monitoring,","venue":null,"work_id":"aec35645-23e5-4769-9621-170dcfa92ec7","year":2015},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":93,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.772655Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:de24a401c7402c3c918a0a61bb5ce0e04848298717aed1e26e2e797838ecb9ec","observation_id":"c511f5ba-26be-49b7-a31a-ea12cf61ffba","resolution":{"observed_at":"2026-08-11T20:16:49.353231Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:49.339018Z","title":"Unobtrusive inter- beat interval estimation from multichannel ballistocardiogram signal using kalman filter,","venue":null,"work_id":"a65e8ab6-7421-48f6-ab41-464737c7733d","year":2020},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":94,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.777627Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:570f3fc4f050a189abda6a0f9ccd266cbdaf03c80d16c15af1feb5e7daf1a154","observation_id":"91db7b90-b74f-4a5b-b3c8-73e00770df9c","resolution":{"observed_at":"2026-08-11T20:16:49.342689Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:49.326267Z","title":"An evaluation of ECG data fusion algorithms for wearable IoT sensors,","venue":null,"work_id":"9db783d3-dce2-417f-8e7e-b7c5c5c17288","year":2023},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":95,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.782095Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:979dfd999624766392db148b18159852a06f2942fbbd31dd862b1ad6de0b44e3","observation_id":"14d4d23e-da25-439d-b03a-7b0d23adead5","resolution":{"observed_at":"2026-08-11T20:16:49.330995Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:49.311905Z","title":"Respiratory rate variability as a prognostic factor in hospitalized patients transferred to the intensive care unit,","venue":null,"work_id":"99642275-3b9b-465c-8277-a5a3e96b230a","year":2018},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":96,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.786384Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:73365232568604f6281824cb16a2a0ffe08afd0fa4df11a5bf7f021adb245179","observation_id":"3b31a20d-5bc7-4fb7-b56b-0be2b7a89774","resolution":{"observed_at":"2026-08-11T20:16:49.316820Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:49.300477Z","title":"Detecting early signs of deterioration and preventing hospitalizations in skilled nursing facilities using remote respiratory monitoring,","venue":null,"work_id":"75927e6f-c55a-4337-8bd6-4b6a63566585","year":2024},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":97,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.792111Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:d99adc86d7c7f75362376fdef606a0f7fb43ed617b6bfd84339b0ab201e5dc26","observation_id":"759b9f90-d99c-4633-99ce-064e91c383cc","resolution":{"observed_at":"2026-08-11T20:16:49.304837Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:49.289071Z","title":"A new framework to estimate breathing rate from electrocardiogram, photoplethysmogram, and blood pressure signals,","venue":null,"work_id":"e0821719-f5e1-4f02-83d5-9789d18496d0","year":2021},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":98,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.795859Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:33087ec0c1e4636220e1882b8fef34aa72cfc4281ceb02ca973919e415c552f4","observation_id":"64e67763-1756-46a8-8477-428bf994ed87","resolution":{"observed_at":"2026-08-11T20:16:49.294002Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:49.274800Z","title":"A pulse transit time based fusion method for the noninvasive and continuous monitoring of respiratory rate,","venue":null,"work_id":"480d11be-fdec-44f5-9dc2-a29f0b672b56","year":2016},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":99,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.802478Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:0fcbac78314fd5cd9aecb0fb9ff755cdd2475efd2b484a0285f8f8a22a6f624f","observation_id":"851513fd-619b-497f-a3cf-5c16f219821d","resolution":{"observed_at":"2026-08-11T20:16:49.279289Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:49.262130Z","title":"Data fusion for improved respiration rate estimation,","venue":null,"work_id":"0bbc568d-6d92-4b47-8265-cd86ab9bcba2","year":2010},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":100,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.808305Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:936859300627cc4ee755989ab4b4f705b3c47b839d9b6d67e5b93868ade468fd","observation_id":"f8d2abb0-df83-408a-8038-22fee9b73aec","resolution":{"observed_at":"2026-08-11T20:16:49.267059Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:16:49.248119Z","title":null,"venue":null,"work_id":"fd877690-1d1a-41a6-bcdb-16e66682994e","year":2016},"citing_paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring","version":1},"reference_index":101,"source":"pdf_text","source_observed_at":"2026-08-11T20:16:47.812482Z"},"links":{"citing_paper":"/paper/2412.05895"},"observation_digest":"sha256:848fd3532309834b66fcadd6be63d261eaf8abadbea6b93f60e25eabf2c0494b","observation_id":"ee2b6db5-ada9-41c1-8596-a2fe33196344","resolution":{"observed_at":"2026-08-11T20:16:49.252888Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2412.05895","last_updated":"2024-12-08T11:29:01Z","latest_version":1,"primary_category":"eess.SP","snapshot_observed_at":"2026-08-15T05:19:30.046361Z","submitted_at":"2024-12-08T11:29:01Z","title":"A Review on Multisensor Data Fusion for Wearable Health Monitoring"},"reference_resolution":{"displayed":100,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":90,"verified_exact":0,"verified_fuzzy":10},"total_outbound_references":168},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"thesis":"As of 17 August 2026, this Paper Citation Record lists 100 of 168 outbound references and 0 inbound Pith citation observations for arXiv:2412.05895."}