{"as_of":"2026-08-08T07:48:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:80c35084f03c1c9333e4806b763b5dfcd6dbef84e8a0607835579eb746b06a40","coverage":[{"denominator":52,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":52,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T10:33:43.037616Z","state":"measured"},{"denominator":52,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":52,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-08T06:32:00.761636+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/2507.23763/citation-record","integrity":"/paper/2507.23763/integrity","json":"/paper/2507.23763/citation-record.json","paper":"/paper/2507.23763"},"outbound":[{"citation":{"cited_paper":{"arxiv_id":"2206.01653","last_updated":"2024-02-23T13:05:20Z","snapshot_observed_at":"2026-08-04T21:45:22.777847Z","submitted_at":"2022-06-03T15:56:51Z","title":"Metrics reloaded: Recommendations for image analysis validation","version":8},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2206.01653","snapshot_observed_at":"2026-08-06T10:33:37.539233Z","title":"Metrics reloaded: Pitfalls and recom- mendations for image analysis validation,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:37.539233Z"},"links":{"cited_paper":"/paper/2206.01653","citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:618ea803769ad78f8c0a9bce1afb9158f112c1fa452ed32d25de55d3cbf94d8c","observation_id":"2263d21e-dd84-4c68-86c6-a38b6528ad1a","resolution":{"observed_at":"2026-08-06T10:33:37.539233Z","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":"2026-08-06T10:33:51.207802Z","title":"Cortical surface-based anal- ysis: I. segmentation and surface reconstruction,","venue":null,"work_id":"71a8a462-d413-4504-9255-4eee6a378880","year":1999},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:37.630138Z"},"links":{"citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:548e138d2ca4e6ec65a17f6964c343b5d5ac341a7835bf59a305250d59708637","observation_id":"531ec9ae-27fb-47be-8a54-d449beab3b27","resolution":{"observed_at":"2026-08-06T10:33:51.337851Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T10:33:37.738815Z","title":"nnu-net: a self-configuring method for deep learning-based biomedical image segmentation,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:37.738815Z"},"links":{"citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:58c11b58e2e8b24373f0f202ea5a0fff61f023962242ea6c2f325f5db1beb626","observation_id":"b93319da-6b7a-48d3-9257-5286eef87358","resolution":{"observed_at":"2026-08-06T10:33:37.738815Z","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":"2026-08-06T10:33:37.833021Z","title":"Segment anything in medical images,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:37.833021Z"},"links":{"citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:1813b7a3516956d722d942925416373346db14df78d4b6a8dc39585757ce69cd","observation_id":"1d629c51-2be9-4679-b7b2-bb2f23e23505","resolution":{"observed_at":"2026-08-06T10:33:37.833021Z","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":"2026-08-06T10:33:50.886167Z","title":"Direct three-dimensional segmen- tation of prostate glands with nnu-net,","venue":null,"work_id":"4cc6dbda-ee4f-4246-8aa5-bb1f85d58462","year":2024},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:37.989330Z"},"links":{"citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:e2692233a1b7a4e77195be7c1a68ded3666ae33810b360db6aa8d71b1bf8a762","observation_id":"3f552979-e8d7-443e-97d3-45abd9667f22","resolution":{"observed_at":"2026-08-06T10:33:51.016726Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-06T10:33:50.647196Z","title":"Segmentation of whole breast and fibroglandular tissue using nnu-net in dynamic contrast enhanced mr images,","venue":null,"work_id":"4bb08ecc-5082-4a34-8473-65b376cf4c1b","year":2021},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:38.054005Z"},"links":{"citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:7d901c8d591740886dc2a74c4cb919ceeae6c6033ae72a6e7f0261c9603d3dd3","observation_id":"05e54ac8-ba82-49db-8f58-be7d3af82201","resolution":{"observed_at":"2026-08-06T10:33:50.783106Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-06T10:33:50.345170Z","title":"Large scale image segmentation with structured loss based deep learning for connectome reconstruction,","venue":null,"work_id":"28884aee-ceb2-4604-aeb8-4ec53cfb35c4","year":2018},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:38.171361Z"},"links":{"citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:0ce879ad9f67be6c4cc30c3b3b51ac9f5a0679a433f80f4a14a680e3bdc12542","observation_id":"b1456e97-b1e6-4f80-82ff-794587958f4e","resolution":{"observed_at":"2026-08-06T10:33:50.499620Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-06T10:33:50.123519Z","title":"Topology-preserving deep im- age segmentation,","venue":null,"work_id":"b9f61eb0-70f8-4647-9f23-bf06f3a0ac7b","year":2019},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:38.305733Z"},"links":{"citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:92f5b67706e0391fb12545cf04d8c331a538ad416ee8f4b9c5e6addd31eb353a","observation_id":"3d4e3771-e959-4797-9dca-7031082850a6","resolution":{"observed_at":"2026-08-06T10:33:50.253292Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-06T10:33:49.906578Z","title":"A topological loss function for deep-learning based image segmentation using persistent homology,","venue":null,"work_id":"2cec387e-0166-484f-b698-20f5e760cf01","year":2020},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:38.421620Z"},"links":{"citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:fd23400aa64cb8c8f9aca4ddf1f407099ac40a08196489f884a830c9ff21cd04","observation_id":"906521ec-c259-46b2-8cf0-9120a4676290","resolution":{"observed_at":"2026-08-06T10:33:49.998753Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-06T10:33:49.658399Z","title":"Explicit topological priors for deep-learning based image segmenta- tion using persistent homology,","venue":null,"work_id":"b105cec3-bdc5-4c1b-bb17-36e76a1d83ad","year":2019},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:38.494886Z"},"links":{"citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:bcc3c1ba33fb9701324d163af5a79520f8087f51ee22cc7eb04b044c4f3ac596","observation_id":"865b9a70-d010-441a-8321-28e9d95cc497","resolution":{"observed_at":"2026-08-06T10:33:49.785143Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-06T10:33:49.531773Z","title":"Topolog- ically faithful image segmentation via induced matching of persistence barcodes,","venue":null,"work_id":"91d088df-ea75-407f-96a6-d9b9616359b2","year":2023},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:38.645426Z"},"links":{"citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:cfe40baf6e328475a2d4a303ed3fc87cb9a87e2159fef13ff5ea8e7dd1ebdee3","observation_id":"700d06f4-6d10-4e0b-bdbb-283a33b87137","resolution":{"observed_at":"2026-08-06T10:33:49.584980Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-06T10:33:49.311563Z","title":"Local properties of binary images in two dimensions,","venue":null,"work_id":"d2c9c733-3c07-4762-8144-225ebc1780e5","year":1971},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:38.764060Z"},"links":{"citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:430ece06fac21ddbeb6f0b3c5c0ecbb7816696eea18918d6b42680670c8415a0","observation_id":"6c8012fd-b0a4-45e7-9c21-224eba9ada19","resolution":{"observed_at":"2026-08-06T10:33:49.414282Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-06T10:33:49.115336Z","title":"A novel bit-quad- based euler number computing algorithm,","venue":null,"work_id":"a1b011cd-4307-48b7-b05c-ef746790a7c3","year":2015},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:38.851398Z"},"links":{"citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:7c7992984d3b2a6554ac738e73da2cb3fe37fbceb7e3e5f497339f09be294ff9","observation_id":"930e52ae-b3ff-42d9-8dc9-7c5bd2e625f8","resolution":{"observed_at":"2026-08-06T10:33:49.190277Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-06T10:33:48.825873Z","title":"Learning an artificial neural network to discover combinations of bit-quads to compute the euler characteristic of a 2-d binary image,","venue":null,"work_id":"8106e669-eb5e-446b-950a-7fdd07b41f3c","year":2022},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:38.960229Z"},"links":{"citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:cf81e8488927b2b60466b0b69457ea10de18c7987e706483d76300e9dd36ea25","observation_id":"266febf1-46e7-4f27-9263-6fb4a930ff4e","resolution":{"observed_at":"2026-08-06T10:33:48.967253Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-06T10:33:48.640475Z","title":"Robust segmentation via topology violation detection and feature synthesis,","venue":null,"work_id":"7efda378-2be0-4564-b26b-c23caa99f49a","year":2023},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:39.094313Z"},"links":{"citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:5c3bf62fcf13b6e676c92c5f31700aeaf84f5efd1ad5a80f7d2fbb0fb61482c4","observation_id":"ba26d4a1-55a8-4bb2-88bf-c3e3d653d3a5","resolution":{"observed_at":"2026-08-06T10:33:48.716542Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T10:33:39.153423Z","title":"U-net: Convolutional networks for biomedical image segmentation,","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:39.153423Z"},"links":{"citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:257638e4d6ee668f24b4261248d6eb0100fa869b3d0a87c0a2d393a4478d1510","observation_id":"487026d1-9841-432a-b36c-d9b5273c7360","resolution":{"observed_at":"2026-08-06T10:33:39.153423Z","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":"2026-08-06T10:33:39.288567Z","title":"Swin-unet: Unet-like pure transformer for medical image segmenta- tion,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:39.288567Z"},"links":{"citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:c9ecddc2281997b2fa9ef04f0efd520368c0c15da3cb5d5aef803cd3462e3efc","observation_id":"9cc73aff-6d80-4737-b0ab-efe245a35a84","resolution":{"observed_at":"2026-08-06T10:33:39.288567Z","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":"2026-08-06T10:33:39.224162Z","title":null,"venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:39.224162Z"},"links":{"citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:6bfc49d7bbb3a09fbf26fec0fd33b57f857adbacff309f9e4a93fe42ed2627c8","observation_id":"cb13b28f-6ff7-4182-b2f8-2a9137d60c54","resolution":{"observed_at":"2026-08-06T10:33:39.224162Z","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":"2026-08-06T10:33:39.431473Z","title":"Segment anything,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:39.431473Z"},"links":{"citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:02b6c15cefbab33762e5b9f58b51aa33505a3a3c756715526000354409035493","observation_id":"f0b13794-205e-4ce8-8ac1-d436442a8eec","resolution":{"observed_at":"2026-08-06T10:33:39.431473Z","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":"2026-08-06T10:33:48.442565Z","title":"Medical sam 2: Segment medical images as video via segment anything model 2,","venue":null,"work_id":"b5f83c5d-accd-4ddc-b6ca-0bd43925cc42","year":2024},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:39.550532Z"},"links":{"citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:6184b5009d203acf3b79cafc14c17bdaecf2f4a6fe261ac9aeceea6b6ce9562e","observation_id":"c0434feb-54a1-4402-98ec-8c767dc78e1e","resolution":{"observed_at":"2026-08-06T10:33:48.503314Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.14153","last_updated":"2025-07-01T04:07:15Z","snapshot_observed_at":"2026-07-06T18:48:53.833921Z","submitted_at":"2024-07-19T09:32:30Z","title":"De-LightSAM: Modality-Decoupled Lightweight SAM for Generalizable Medical Segmentation","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.14153","snapshot_observed_at":"2026-08-06T10:33:39.645873Z","title":"Esp-medsam: Efficient self-prompting sam for universal domain-generalized medical image segmentation,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:39.645873Z"},"links":{"cited_paper":"/paper/2407.14153","citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:1ed8cdabfff0a1bbd2f5662ae5a4fcf229733db6649ef6497c1611cc5ef54d7e","observation_id":"5bc25384-eda8-4ee3-9bc5-ecbdb4af75ea","resolution":{"observed_at":"2026-08-06T10:33:39.645873Z","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":"2026-08-06T10:33:48.318664Z","title":"Deformable models in medical image analysis: a survey,","venue":null,"work_id":"2c26265a-a195-422a-a0b1-9586b8ff812c","year":1996},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:39.783232Z"},"links":{"citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:b8b1bb675f2f476100077dd91df2ad22697d99da665e65d9c9519f5fb1e03029","observation_id":"111c4b82-dfa6-43a4-afac-9a819b728613","resolution":{"observed_at":"2026-08-06T10:33:48.361805Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-06T10:33:48.168890Z","title":"Tetris: Template transformer networks for image segmentation with shape priors,","venue":null,"work_id":"9a435a7f-e7d3-490c-a9fc-b16dd900cb8b","year":2019},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:39.889741Z"},"links":{"citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:6037c7f4c523247683df521b9f525aedaf6a8053109eb4f0e64c92844c2982c6","observation_id":"5f8b8655-23dc-4703-9c35-dfdf8eb5bbef","resolution":{"observed_at":"2026-08-06T10:33:48.235035Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-06T10:33:47.970385Z","title":"Anatomi- cally constrained neural networks (acnns): application to cardiac image enhancement and segmentation,","venue":null,"work_id":"3564dc99-aec8-4f58-a95b-ce7303976b8f","year":2017},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:39.972776Z"},"links":{"citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:fc71b60bc15ee0405c2a56ff2ec22f9e3c6435b0b43e577548d654fe80bbcd90","observation_id":"581c4fd0-36af-4b2f-ad1c-1fabfcd61411","resolution":{"observed_at":"2026-08-06T10:33:48.081858Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-06T10:33:47.801502Z","title":"Boundary loss for highly unbalanced segmentation,","venue":null,"work_id":"d61ace32-979d-41be-9a5c-730f80a9d750","year":2019},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:40.078617Z"},"links":{"citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:851dab3d57ba965f1786feb4a2e8bdf30928d079b48cb6d11fcfbb53b8594cb2","observation_id":"67c341bb-3191-4983-8afa-482d2585e308","resolution":{"observed_at":"2026-08-06T10:33:47.906168Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-06T10:33:47.530349Z","title":"cldice-a novel topology- preserving loss function for tubular structure segmentation,","venue":null,"work_id":"ab1880a5-de0a-4bab-bc7c-6172b1ef297b","year":2021},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:40.212501Z"},"links":{"citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:2f4c39add8d99dacf9cbd68a75ab6bcca01e4d2d01691290f3ea33e1189a4e0e","observation_id":"706ea3ce-6826-45ed-b3fb-7fece5603f4e","resolution":{"observed_at":"2026-08-06T10:33:47.643750Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-06T10:33:47.285931Z","title":"Skeleton recall loss for connectivity conserving and resource efficient segmentation of thin tubular structures,","venue":null,"work_id":"c7c31808-baaa-4fc0-a271-e9cebc4fdeb3","year":2024},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:40.364793Z"},"links":{"citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:3d7ae402e0794adcd38d94dfa10c5aa649f6c386c99a1ad2ff6cf1138fdb0014","observation_id":"a9530e91-0635-48bf-b459-3725b99cb0ce","resolution":{"observed_at":"2026-08-06T10:33:47.378886Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-06T10:33:47.099145Z","title":"Fetal cortex seg- mentation with topology and thickness loss constraints,","venue":null,"work_id":"b8dc0fbf-ea19-4ce3-bfff-b3509acc0de1","year":2022},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:40.510973Z"},"links":{"citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:f421f20458a567a5e37b7770c2eee59f8a0c1ba37eb54d006de0c89752faff32","observation_id":"75a2a15c-f196-4e05-a2e1-5d081f077a3a","resolution":{"observed_at":"2026-08-06T10:33:47.192215Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-06T10:33:46.882746Z","title":"Segmentation of the cortical plate in fetal brain mri with a topological loss,","venue":null,"work_id":"3eef2345-ac4e-40a2-af34-5a8e16ffdb04","year":2021},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:40.665321Z"},"links":{"citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:d3ecb1a648b697ef727b0429f7f51a00fd0ccbc8af3349e0a64be4cf21ed1762","observation_id":"7c745f5c-4405-4dc2-84b9-98c9af3cea68","resolution":{"observed_at":"2026-08-06T10:33:46.981542Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-06T10:33:46.727302Z","title":"A persistent homology-based topological loss for cnn-based multiclass segmentation of cmr,","venue":null,"work_id":"45cc45b3-ef6d-418a-b06d-891ebb67dd25","year":2022},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:40.778044Z"},"links":{"citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:b0468ceb15afcd1b80456101b56a90c2e775dc99f8d64d850317490e390e8c2c","observation_id":"af99b330-f4c8-4bcd-ad3f-34dee0dd5338","resolution":{"observed_at":"2026-08-06T10:33:46.796085Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2403.11001","last_updated":"2024-10-09T17:44:14Z","snapshot_observed_at":"2026-07-06T17:45:43.726336Z","submitted_at":"2024-03-16T19:11:57Z","title":"Topologically Faithful Multi-class Segmentation in Medical Images","version":2},"cited_work":{"arxiv_id":"2403.11001","doi":null,"metadata_source":"pith","pith_arxiv_id":"2403.11001","snapshot_observed_at":"2026-08-06T10:33:43.387337Z","title":"Topologically Faithful Multi-class Segmentation in Medical Images","venue":"eess.IV","work_id":"c488e5e1-c5a4-4a8b-924e-13484bc4316d","year":2024},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:40.867217Z"},"links":{"cited_paper":"/paper/2403.11001","citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:e3d36a5f49ced7d0b96aa4db4e01e5309ef277ba0e90942efb99384a017d9a4e","observation_id":"cd558b3a-71a0-4412-9ab0-148b2bde9368","resolution":{"observed_at":"2026-08-06T10:33:43.461417Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-06T10:33:46.596268Z","title":"Topology preserving compositionality for robust medical image segmentation,","venue":null,"work_id":"1372c560-5221-4895-b426-c7d48200e56f","year":2023},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:40.954134Z"},"links":{"citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:53e3ce7fdeaca51a39b2e46bf33736b672274e86bfcdc17cd8856d64df21fdd6","observation_id":"064b88c3-6b2c-4d99-968f-f3dc8d556ae9","resolution":{"observed_at":"2026-08-06T10:33:46.673269Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-06T10:33:46.449810Z","title":"Topology-guided multi-class cell context generation for digital pathol- ogy,","venue":null,"work_id":"63fe7e11-a9c3-4fbf-94f0-d94a2f84721e","year":2023},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:41.019156Z"},"links":{"citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:44e00f5b63ce22ee56d49190524d78161ee3428e4c62785befe33e6b14c3d67f","observation_id":"06260da0-e392-4726-9cc7-b1f4215fa26c","resolution":{"observed_at":"2026-08-06T10:33:46.524721Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.06011","last_updated":"2025-03-25T03:02:20Z","snapshot_observed_at":"2026-07-06T20:03:33.963070Z","submitted_at":"2024-12-08T18:02:22Z","title":"TopoCellGen: Generating Histopathology Cell Topology with a Diffusion Model","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.06011","snapshot_observed_at":"2026-08-06T10:33:41.062465Z","title":"Topocellgen: Generating histopathology cell topology with a diffusion model,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:41.062465Z"},"links":{"cited_paper":"/paper/2412.06011","citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:731951fc2187aa000118ab5b368e16d30bc8684c33c0147a10a4f9450d147c6a","observation_id":"b4d2402c-25d5-49db-a035-5eae7c745a49","resolution":{"observed_at":"2026-08-06T10:33:41.062465Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2005.12692","last_updated":"2020-06-12T06:44:01Z","snapshot_observed_at":"2026-08-07T08:35:25.775482Z","submitted_at":"2020-05-23T08:25:49Z","title":"Cubical Ripser: Software for computing persistent homology of image and volume data","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2005.12692","snapshot_observed_at":"2026-08-06T10:33:41.156149Z","title":"Cubical ripser: Software for computing persistent homology of image and volume data,","venue":null,"work_id":null,"year":2005},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:41.156149Z"},"links":{"cited_paper":"/paper/2005.12692","citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:e61bf3e666da7a692891d0b0817b8e8be3e3718190b58df2e00c2497f4baed77","observation_id":"c75e8d24-95ac-4778-9d7a-788a9dc22f58","resolution":{"observed_at":"2026-08-06T10:33:41.156149Z","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":"2026-08-06T10:33:46.314481Z","title":"The gudhi library: Simplicial complexes and persistent homology,","venue":null,"work_id":"2a4f353c-3e88-4958-b141-130263a2f664","year":2014},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:41.315204Z"},"links":{"citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:b035e5dd348c229578b7c298529b6984a03a26e1678cc6293a531ddc3237f244","observation_id":"9858985d-e336-48f2-a72d-45da1dc48231","resolution":{"observed_at":"2026-08-06T10:33:46.388382Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-06T10:33:46.082105Z","title":"Structure-aware image segmentation with homotopy warp- ing,","venue":null,"work_id":"ce931b37-699a-46ba-a39f-88f3477436f7","year":2022},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:41.393901Z"},"links":{"citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:45f33cfa32d8e9d149f30c45898cc7bf8a6d09c95dbc9c99f228befbd852bc16","observation_id":"4cfb34eb-0fc8-46db-961b-3dd649b26349","resolution":{"observed_at":"2026-08-06T10:33:46.194476Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2103.09992","last_updated":"2021-03-18T02:47:21Z","snapshot_observed_at":"2026-07-06T10:50:59.542394Z","submitted_at":"2021-03-18T02:47:21Z","title":"Topology-Aware Segmentation Using Discrete Morse Theory","version":1},"cited_work":{"arxiv_id":"2103.09992","doi":null,"metadata_source":"pith","pith_arxiv_id":"2103.09992","snapshot_observed_at":"2026-08-06T10:33:43.148210Z","title":"Topology-Aware Segmentation Using Discrete Morse Theory","venue":"cs.CV","work_id":"e97c2f74-58b4-4e56-951a-b5be6b45b510","year":2021},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:41.502944Z"},"links":{"cited_paper":"/paper/2103.09992","citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:1f52b26e3c3e6cca982323b9ed2abca89b9788af311e95f1eedbbd54d08295d6","observation_id":"05851d97-d808-4405-a0cc-1bfa8a408329","resolution":{"observed_at":"2026-08-06T10:33:43.233054Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-06T10:33:45.924020Z","title":"Topological data analysis,","venue":null,"work_id":"285dc178-ad7b-4434-8271-42c4d1ca4474","year":2018},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:41.627441Z"},"links":{"citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:7af2613af5f93440da3123cfbc68ee05b24f82f2556f36fa6e8fb402eaeec0fa","observation_id":"29833641-9e40-4d83-bf98-27989d7e7875","resolution":{"observed_at":"2026-08-06T10:33:45.987756Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-06T10:33:45.704670Z","title":"Eilenberg and N","venue":null,"work_id":"0e331949-7697-47bf-a4a6-39fa1527d89c","year":2015},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:41.721513Z"},"links":{"citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:e039b45691c47090b2b2c862323998566a80f90853d01f5c914107dc8a81f6c1","observation_id":"a257a912-2e72-4aee-8ce0-9d28a8cdc5a0","resolution":{"observed_at":"2026-08-06T10:33:45.839742Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-06T10:33:45.503278Z","title":"An introduction to topological data analysis: fundamental and practical aspects for data scientists,","venue":null,"work_id":"27234925-f167-4146-ad3a-2705686454ce","year":2021},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:41.825150Z"},"links":{"citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:63baea391449bdbf66453e2fe9295bd41ab5bef1e849854700eadc77fdefc139","observation_id":"68d305d3-868a-4f8d-85d4-c57884a283c8","resolution":{"observed_at":"2026-08-06T10:33:45.592574Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-06T10:33:45.308651Z","title":"A user’s guide to topological data analysis,","venue":null,"work_id":"5b0115e6-3458-4427-a70d-bf4053b8365e","year":2017},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:42.007465Z"},"links":{"citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:ed20e12791e74f5aa69c762b754fa3d40470d70dd37e4fb42d40d237c46e61b8","observation_id":"80586911-78e5-436d-b7dd-308171ae38f3","resolution":{"observed_at":"2026-08-06T10:33:45.434721Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-06T10:33:45.103135Z","title":"Algebraic topology for computer vision,","venue":null,"work_id":"e40410e6-44d8-4423-8f54-06111904f452","year":2009},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:42.074268Z"},"links":{"citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:da82f4e21435fac95f3966f84ed0a17de7db633add6de8d688f326e61ecf9bd0","observation_id":"00861667-145b-451d-8ce4-f1f6db527665","resolution":{"observed_at":"2026-08-06T10:33:45.210162Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-06T10:33:44.888604Z","title":"Efficient classification using the euler characteristic,","venue":null,"work_id":"91dde996-db90-4f08-9894-d687bc2fea9e","year":2014},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:42.168818Z"},"links":{"citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:d1971691167cdde7466ece4132c8e89669f81babab738fe65d28e4e09fdc80cc","observation_id":"f8db3b5b-74a4-42db-9116-bff3959345d7","resolution":{"observed_at":"2026-08-06T10:33:45.029241Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-06T10:33:44.671583Z","title":"Snemi 3d: 3d segmentation of neurites in em images,","venue":null,"work_id":"233d56be-8450-419b-8ef8-9ea6a1638796","year":2013},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:42.286150Z"},"links":{"citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:9a22b1515a19375214a2f1d2ca0828eb1afacb17b310552df70579d780d36b8d","observation_id":"7814d38b-0178-46ca-903d-03fd61b86bf5","resolution":{"observed_at":"2026-08-06T10:33:44.770381Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-06T10:33:44.443726Z","title":"Fives: A fundus image dataset for artificial intelligence based vessel segmentation,","venue":null,"work_id":"1fbd4394-823d-4c75-a44a-0983b231431f","year":2022},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:42.394662Z"},"links":{"citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:3eadd94bb8bfccac3bd9036b3ae66828295971851574e8f84454d8384c1ed915","observation_id":"a60478b3-d367-4b81-b005-1f2ef13c471e","resolution":{"observed_at":"2026-08-06T10:33:44.549838Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-06T10:33:44.175562Z","title":"Reconstruction of fetal brain mri with in- tensity matching and complete outlier removal,","venue":null,"work_id":"5bc89e27-ae26-49e7-a2aa-92be57f8b35f","year":2012},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:42.524440Z"},"links":{"citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:3c7e62ea1f954b29ee3a00ec152db5c19a042832073d97f099dc18cdf2b67fc5","observation_id":"4a29d7d5-9054-4a07-9e0a-ac62424f4531","resolution":{"observed_at":"2026-08-06T10:33:44.335779Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-06T10:33:44.063572Z","title":"Fast volume reconstruction from motion corrupted stacks of 2d slices,","venue":null,"work_id":"30f30b7a-aa7f-41c1-9f5a-65ef7bd7adb6","year":1901},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:42.614949Z"},"links":{"citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:d4ce9d9c32499ac89d3cb8d54ce9da5b7948d343a0a604d46554c89cbc6dd9b6","observation_id":"c4c1e466-477e-41d7-912a-20612ba7206e","resolution":{"observed_at":"2026-08-06T10:33:44.110700Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-06T10:33:43.874383Z","title":"The developing human connectome project: A minimal process- ing pipeline for neonatal cortical surface reconstruction,","venue":null,"work_id":"f150a129-6713-4860-b862-b134ec68d2ca","year":2018},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:42.686022Z"},"links":{"citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:0950c0085d763cda4627443eb3bf65f129911b600184ad8b327ca01f3ca8cca3","observation_id":"e14a8bf2-9838-456c-8656-0c143146f94b","resolution":{"observed_at":"2026-08-06T10:33:43.960950Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2312.17670","last_updated":"2026-07-14T15:52:52Z","snapshot_observed_at":"2026-08-03T02:11:06.943037Z","submitted_at":"2023-12-29T16:37:08Z","title":"The TopCoW Challenge -- Topology-Aware Circle of Willis Segmentation for CT and MR Angiography","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2312.17670","snapshot_observed_at":"2026-08-06T10:33:42.733179Z","title":"Benchmark- ing the cow with the topcow challenge: Topology-aware anatomical segmentation of the circle of willis for cta and mra,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:42.733179Z"},"links":{"cited_paper":"/paper/2312.17670","citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:09fcf6be60665e64c37163056287e6babeb474c26cb974be5d2b075d0cec96d8","observation_id":"a91e47c2-8139-4bec-9e19-538a933e0d3d","resolution":{"observed_at":"2026-08-06T10:33:42.733179Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1412.6980","last_updated":"2017-01-30T01:27:54Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2014-12-22T13:54:29Z","title":"Adam: A Method for Stochastic Optimization","version":9},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1412.6980","snapshot_observed_at":"2026-08-06T10:33:42.885865Z","title":"Adam: A method for stochastic optimization,","venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:42.885865Z"},"links":{"cited_paper":"/paper/1412.6980","citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:c3be3923420908f9975b0ee3c78215edf3604e65cd41d00d2ff33c7eeac4c8b0","observation_id":"0d5ff40c-2859-4a4b-a072-e62aacf31dd8","resolution":{"observed_at":"2026-08-06T10:33:42.885865Z","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":"2026-08-06T10:33:43.628314Z","title":"Individual comparisons by ranking methods,","venue":null,"work_id":"42e3235d-2090-4c36-9754-75fba14bec9c","year":1992},"citing_paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic","version":2},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-06T10:33:43.037616Z"},"links":{"citing_paper":"/paper/2507.23763"},"observation_digest":"sha256:df49a638ce437c09c6095a21ff4cb04f21848053214457dc1913585a8bfdc5cd","observation_id":"a05d5a4c-34ef-4de4-9521-929e68205622","resolution":{"observed_at":"2026-08-06T10:33:43.761738Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2507.23763","last_updated":"2025-08-05T10:17:23Z","latest_version":2,"primary_category":"eess.IV","snapshot_observed_at":"2026-08-06T10:33:35.944746Z","submitted_at":"2025-07-31T17:51:04Z","title":"Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic"},"reference_resolution":{"displayed":52,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":12,"verified_exact":2,"verified_fuzzy":38},"total_outbound_references":52},"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":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"thesis":"As of 8 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2507.23763."}