{"as_of":"2026-08-08T09:08:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:5d969083a27ff6ec2aa901aa6321bba34e152aba8beee26fc2361feee9b9f70f","coverage":[{"denominator":68,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":68,"source":"paper_references, paper_reference_links","source_observed_at":"2026-05-23T17:22:12.934566Z","state":"measured"},{"denominator":68,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":68,"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/2411.07378/citation-record","integrity":"/paper/2411.07378/integrity","json":"/paper/2411.07378/citation-record.json","paper":"/paper/2411.07378"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Notice of the state council on the new generation artificial intelligence plan","venue":null,"work_id":"3a940566-a0cb-4603-b15d-aa4c399b47f5","year":2017},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:33370064a350f4410c47b8ce591fe9a112f6d63fb118e17494fc4a515496e7cb","observation_id":"18da47f0-81ce-495c-ab71-451dee26de41","resolution":{"observed_at":"2026-05-23T17:23:16.580208Z","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":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"edab02b8-1d11-45f5-b515-5869629748b5","year":2013},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:353fb5a7c09d47931ed82730de32242ab71341715874be7b1262939b6fb1daa1","observation_id":"91a4aef9-ca92-4879-aae7-0bd5ec8ab271","resolution":{"observed_at":"2026-05-23T17:23:16.576233Z","resolver_source":"raw_fallback","status":"unresolved"},"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":"2026-06-05T21:23:00.469572Z","title":"China population in 2022","venue":null,"work_id":"e84e0106-2f2a-4dd3-8014-06173130df29","year":2022},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:ffc6df3e9f51879b44d61f573dbc41d28919d0a54ae09d7368ab805e7e04803f","observation_id":"42d766c2-79db-4762-8e76-f9322a9a66ac","resolution":{"observed_at":"2026-05-23T17:23:16.572499Z","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":"2026-06-05T21:23:00.469572Z","title":"Chinese medical device industry: How to thrive in an increasingly competitive market?","venue":null,"work_id":"8d9f59a0-2d11-4a75-8292-3f09bc123630","year":2021},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:998883789ae73cfe56fdcc3c0f8cbe95e86b91a5462cf6027f2de0254926efbe","observation_id":"ca0a94ec-f870-4e1c-ae58-cabbceee2b42","resolution":{"observed_at":"2026-05-23T17:23:16.568613Z","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":"2026-06-05T21:23:00.469572Z","title":"The practical implementation of artificial intelligence technologies in medicine","venue":null,"work_id":"3b1a43f7-b8ab-4e58-9702-3df6b4880bc9","year":2019},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:973c6d1318c6460f3509f3eb66c6329fe360296507e5e03ea59a6c1f29f55639","observation_id":"3141a741-1d89-49c8-847d-29f7ca7ff6e8","resolution":{"observed_at":"2026-05-23T17:23:16.564161Z","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":"2026-06-05T21:23:00.469572Z","title":"Regulatory frameworks for ai-enabled medical device software in china: Comparative analysis and review of implications for global manufactur- ers","venue":null,"work_id":"4604fbd2-d0e3-415f-9ba9-e820a8f7f249","year":2024},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:42672f676f76b9193de46a9ce5343b8b4fcdefefa4f89873a9a64810a195694f","observation_id":"8b8babc2-3b88-402c-94fb-7f045451d0de","resolution":{"observed_at":"2026-05-23T17:23:16.551120Z","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":"ylqxqtgg/2015080","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Announcement of the nmpa on issuing the guiding principles for technical review of medical device software registration","venue":null,"work_id":"0789c935-c277-4841-a8b0-1a558b14870a","year":null},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:f8dde0441ba7fa4c5438d8703dd9002639fc920b406641de813e617cdf8e72f4","observation_id":"fb43b745-795e-4676-bc34-ce5b3a5521bf","resolution":{"observed_at":"2026-05-23T17:23:15.118041Z","resolver_source":"arxiv_id","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":"newsinfo/1339997","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Key points of deep learning decision-assisting medical device software review","venue":null,"work_id":"5ad59d33-fd54-497f-b5e2-8af6ebe1ee11","year":null},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:608b7ba3ecae4cf439973f3c86f518c74e8050d440a89649bb022105bd797d19","observation_id":"800b2566-ba49-4844-aa01-261a029c069b","resolution":{"observed_at":"2026-05-23T17:23:15.106754Z","resolver_source":"arxiv_id","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":"qtggtg/2021070","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Announcement of nmpa on issuing the guiding principles for the classification and definition of artificial intelligence medical software products (no. 47 of 2021)","venue":null,"work_id":"2dfe8c6d-7006-4bf5-8851-00c23d769ca9","year":2021},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:2693c5af99a8c4d8406a362b42e953121b178f3aedc8ed80c5bc983b80613fa6","observation_id":"c5ff11da-b3ca-42b1-a91b-0abbe01e0e38","resolution":{"observed_at":"2026-05-23T17:23:15.135362Z","resolver_source":"arxiv_id","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":"2026-06-05T21:23:00.469572Z","title":"9).” [Online]","venue":null,"work_id":"f2b19264-d513-4bc3-8694-9bef7297349b","year":2022},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:1ee530fe682f8243de4de5e2c3975daf5b2626d1e90ed226a170815b5849d1a1","observation_id":"cff51cbd-0d0e-468f-8092-6ecade774c67","resolution":{"observed_at":"2026-05-23T17:23:16.537970Z","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":"2026-06-05T21:23:00.469572Z","title":"Notice of the center for device evaluation of the nmpa on issuing the guiding principles for the registration review of artificial intelligence medical devices (no. 8, 2022)","venue":null,"work_id":"208dc64e-2823-4434-88a3-e28be98f778d","year":2022},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:743bdf3f1e8322e01c4b92b3198d3cdc08aeb18518bce48f8a419e1db065bac0","observation_id":"c3978a3e-310f-443f-9f28-0ef55b309896","resolution":{"observed_at":"2026-05-23T17:23:16.546720Z","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":"2026-06-05T21:23:00.469572Z","title":"Chestx-ray8: Hospital- scale chest x-ray database and benchmarks on weakly-supervised classification and local- ization of common thorax diseases","venue":null,"work_id":"c3cff04d-547e-4652-953d-8c3b7d454266","year":2017},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:ac034957da49887b4f0e866f8daa9a03b9cc707b16d9b09be9e37c87582a5580","observation_id":"00f5e38e-7a0b-4a4d-b1b9-461630e708df","resolution":{"observed_at":"2026-05-23T17:23:16.559779Z","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":"2026-06-05T21:23:00.469572Z","title":"Enhancing next-generation sequencing- guided cancer care through cognitive computing","venue":null,"work_id":"03d6d91d-909a-46bc-a4e0-d8cdeb4877c3","year":2018},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:09fc545b90c6f9894c7e005bd4131e08ae8d3b2f5b4d4e2645e4989bd061ba3a","observation_id":"aa573789-94cc-4180-89d5-9b56d35f4e6f","resolution":{"observed_at":"2026-05-23T17:23:16.542290Z","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":"2026-06-05T21:23:00.469572Z","title":"Artificial intelligence and deep learning in ophthalmology","venue":null,"work_id":"0fe81fb7-5471-490c-9e8c-4e2ce7d88170","year":2019},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:ae407701b7b9412f06f0d95eeacf43491f7c056d6e210495ad9036b2ba4255f9","observation_id":"7a2fe8a4-f9e0-4765-bd77-07215fd1e693","resolution":{"observed_at":"2026-05-23T17:23:16.533839Z","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":"2026-06-05T21:23:00.469572Z","title":"Szolovits,Artificial intelligence in medicine","venue":null,"work_id":"af13c1f2-63c0-4efa-9a46-e40ae1fa2979","year":2019},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:bf1104b4cba04d1d608466a0b679bd3c510496a805e9c5ce44d78f32a0935f60","observation_id":"90c436c8-6f67-4ab4-8abb-552ad02c4101","resolution":{"observed_at":"2026-05-23T17:23:16.513415Z","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":"2026-06-05T21:23:00.469572Z","title":"Use of artificial intelligence to improve diabetes outcomes in patients using multiple daily injections therapy","venue":null,"work_id":"b7bc4e57-0567-4509-a209-2bb7d915d48d","year":2019},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:ea20078c86ee71c8b233c095c689937cf42f837dcafc39ccb48138a6c58ab96a","observation_id":"a3154944-2dc3-416e-be4c-159dba948a75","resolution":{"observed_at":"2026-05-23T17:23:16.509708Z","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":"2026-06-05T21:23:00.469572Z","title":"Can ai technologies close the diagnostic gap in tu- berculosis?","venue":null,"work_id":"19d181f0-1ec3-4f9e-8d82-48c772954d6c","year":2021},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:eedaa7cd707e764fc2e5e02ec151bc93d54af1cdb34c71d5a4748b9605e7e3d7","observation_id":"05c22b4c-b857-464b-9997-8feb6f3da85b","resolution":{"observed_at":"2026-05-23T17:23:16.517209Z","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":"2026-06-05T21:23:00.469572Z","title":"Tuberculosis detection from chest x-rays for triaging in a high tuberculosis- burden setting: an evaluation of five artificial intelligence algorithms","venue":null,"work_id":"590e5b38-7950-4de8-bab3-c8b013b33fd7","year":2021},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:c3987dd01fc9ace2c4ca54d665bfec93182ee14ed828068cc0e9946cd1d2da89","observation_id":"3d6ad88c-d584-4e68-a3d4-38341360f5f6","resolution":{"observed_at":"2026-05-23T17:23:16.525267Z","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":"2026-06-05T21:23:00.469572Z","title":"Pivotal trial of an autonomous ai-based diagnostic system for detection of diabetic retinopathy in primary care offices","venue":null,"work_id":"c053fcca-5eb4-4fa1-a276-82b205de14e6","year":2018},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:c8714716fddc04b0c4a4ce15ba0a43e7728bd14cac8673b860dab9fdb2d0a35c","observation_id":"920d1d8f-3627-4c2a-abaa-5680316e5018","resolution":{"observed_at":"2026-05-23T17:23:16.501686Z","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":"2026-06-05T21:23:00.469572Z","title":"Regulatory responses and approval status of artificial intel- ligence medical devices with a focus on china","venue":null,"work_id":"5f377350-094a-4e34-93d9-5c48df71d0db","year":2024},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:e8b09c5dc809394d2952d3f05e08ec01aeb80b323c941e8b54adfa87d392942d","observation_id":"48906900-0768-4c6c-9625-fc8f8eddc03c","resolution":{"observed_at":"2026-05-23T17:23:16.505836Z","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":"cxylqxzyxx/2018110","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Announcement of the state food and drug administration on publishing the special review procedures for innovative medical devices (2018 no. 83)","venue":null,"work_id":"60616146-3567-48df-9dbf-d53058cd65ca","year":2018},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:c5b34ec6d2a2d2f34f14862f24d058c4527aeea9b45499fbb36172e568ea2d49","observation_id":"ff68052a-b1fe-4861-87a1-fcb1349c1976","resolution":{"observed_at":"2026-05-23T17:23:15.128902Z","resolver_source":"arxiv_id","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":"qtggtg/2016102","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Announcement of the general administration on publishing the priority review and approval procedures for medical devices (no. 168, 2016)","venue":null,"work_id":"f18d9d2c-160b-4fc5-80d8-ccbba522bd12","year":2016},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:38e98bf12f1fcecdc569ccd42e65139df341149182a55bc102bd55ab9f393bef","observation_id":"4d155233-68b4-40df-9500-c2ff59d54b34","resolution":{"observed_at":"2026-05-23T17:23:15.100237Z","resolver_source":"arxiv_id","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":"ylqxggtg/2021123","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Announcement of the state food and drug administration on issuing the","venue":null,"work_id":"cd68c81c-bc89-4100-a94e-cdf3aa99f2db","year":2021},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:3fb18b6259dec38e303ff3ac2ee213eb0963399054dacb5888686582affd221f","observation_id":"e8c4420c-61cc-4b2e-a695-040210afda4d","resolution":{"observed_at":"2026-05-23T17:23:15.123577Z","resolver_source":"arxiv_id","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":"2026-06-05T21:23:00.469572Z","title":"Imdrf interpretation of personalized medical device terms","venue":null,"work_id":"985dd7ac-73f1-4574-94ba-43260ca09533","year":2019},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:9da02da81df3f40c63b841a56166bf79f6cd7a1c4787aab3b147a3e897d18c60","observation_id":"fddb6f7d-965f-4efb-954c-cb4e56a42fbd","resolution":{"observed_at":"2026-05-23T17:23:16.521191Z","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":"gzwjylqx/2019070","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Pilot project plan for udi system for medical devices (no.56, 2019)","venue":null,"work_id":"0dad4441-9d7a-4ee0-a057-9aabd3d8c4d6","year":2019},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:47537ef4570741598b70cbe78e5d439496268f1b53b4a22a79d2fbf197e7a9a0","observation_id":"0c9d38bd-5c4b-433f-8077-1a48afeb5dfa","resolution":{"observed_at":"2026-05-23T17:23:15.111863Z","resolver_source":"arxiv_id","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":"ylqxqtgg/2019082","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Rules for unique device identification system (no. 66, 2019)","venue":null,"work_id":"754accc2-ed92-4520-a961-27bb653731fc","year":2019},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:085ef77acad4210f486af8b1d50afaf165a220a3d7004f1c84167e0ee8dbc2ac","observation_id":"e251732c-03c6-41c1-a555-1475ca353f14","resolution":{"observed_at":"2026-05-23T17:23:15.141087Z","resolver_source":"arxiv_id","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":"2026-06-05T21:23:00.469572Z","title":"Medical device udi database","venue":null,"work_id":"8c5652a6-1fc4-4096-997d-76cacf008116","year":null},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:8ca3a20e78a6bac57b60c71e2e152863586f6ca60e70a9bb1a7aa8fd11b78925","observation_id":"3d189926-370f-4ac9-b7fc-c4f293effce7","resolution":{"observed_at":"2026-05-23T17:23:16.490284Z","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":"2026-06-05T21:23:00.469572Z","title":"Yy/t 1630-2018","venue":null,"work_id":"5b713edd-41af-4986-a021-5444d9effb49","year":2018},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:31c5abab2ce3e13504b755c4b66eac5da8ca0339cd5c51e4cbd7e70c4ce4f65f","observation_id":"18cda1e3-7b37-4979-87a4-c9aecdc27a1e","resolution":{"observed_at":"2026-05-23T17:23:16.482509Z","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":"2026-06-05T21:23:00.469572Z","title":"Software as a medical device","venue":null,"work_id":"59e99a5c-afed-46bc-af41-671f4a5c07ed","year":null},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:3d1dfbdc5c1b8ea767f4969fee7b0293d8c6a88000727cc0f6feded4863063c6","observation_id":"89903060-80e1-45c8-9c85-79505f668c97","resolution":{"observed_at":"2026-05-23T17:23:16.486448Z","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":"2026-06-05T21:23:00.469572Z","title":"Software as a Medical Device (SaMD): Key Definitions","venue":null,"work_id":"2b959758-6662-4063-af50-3858750af927","year":2013},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:da2af2e782fb4486fe3da757c904e6e20d8f1e17ea5c132bc80570cbdc223d45","observation_id":"ccb0d065-499a-4aac-8e64-f0befbd9cf54","resolution":{"observed_at":"2026-05-23T17:23:16.494383Z","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":"2026-06-05T21:23:00.469572Z","title":"Medical device catalog","venue":null,"work_id":"874343e0-97f7-4657-9b27-d20239df1cc7","year":null},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:ffca24a62fec99e0bca120f64076afc6b8bf8299d30eedd87ab4bd41679f830c","observation_id":"bbd864f5-816b-4927-b2e6-48ffb7c9cddd","resolution":{"observed_at":"2026-05-23T17:23:16.498017Z","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":"2026-06-05T21:23:00.469572Z","title":"Announcement of nmpa issuing the guidelines for the classification and definition of artificial intelligence medical software products","venue":null,"work_id":"035d73a3-cdee-4e6f-9f66-affd43128780","year":2021},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:1622387c5782cc7b54d88401bdfb32e2e38871428779e6ac3830d93147ea6b1d","observation_id":"af0eca3a-6673-4f2c-82e5-2865d1c23082","resolution":{"observed_at":"2026-05-23T17:23:16.479187Z","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":"2026-06-05T21:23:00.469572Z","title":"Udi dataset reference","venue":null,"work_id":"5c43d3cc-133c-4d93-95ad-a3d12c228c31","year":null},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:d30a9ceafca52920f80af08dad4ee8250b8c21a441359ffca312aad785ac0a0e","observation_id":"2a123654-937f-45dd-9183-aa14b260934a","resolution":{"observed_at":"2026-05-23T17:23:16.466258Z","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":"2026-06-05T21:23:00.469572Z","title":"Unique Device Identifier database","venue":null,"work_id":"ab0913fb-94e7-4dc9-bd85-e30512607b90","year":2023},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:ffd7d1a9789a12aa42e77b3e6fa33e1a1d29e6f2e7d906a5ad5b5a5a87c0874d","observation_id":"e42fcbc8-002f-414c-b492-619430d709d4","resolution":{"observed_at":"2026-05-23T17:23:16.470145Z","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":"2026-06-05T21:23:00.469572Z","title":"Medical Equipment","venue":null,"work_id":"83e45323-1c5e-4ff7-a151-e89353d677b1","year":2022},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:b6827d5a2f48569eab0d29730ddda5829414f4e6028f2637d1647f24116a8e2e","observation_id":"bb5bfbab-50fb-4627-bb77-147eb666fee8","resolution":{"observed_at":"2026-05-23T17:23:16.475446Z","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":"2026-06-05T21:23:00.469572Z","title":"Medical specialties","venue":null,"work_id":"1db1e2b2-2cbc-4037-a0fe-c3d8ebd05496","year":2007},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:be9d536a82c9c89248f778bd70990c5ab8944eacccfc8038aa29f6be6ef7ac00","observation_id":"d5c3211c-1e7a-4c86-ba8d-737a18a68dba","resolution":{"observed_at":"2026-05-23T17:23:16.454543Z","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":"2026-06-05T21:23:00.469572Z","title":"The emergence of medical specialization in the nineteenth century","venue":null,"work_id":"d6178ce1-22c0-4bf5-b95e-775170aa1823","year":2003},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:e1497b85c809d47669152384992bf1b7f386f847dd039dfd50ae6bb710072875","observation_id":"476cc130-2a7b-4bba-9bec-686921a1cf7b","resolution":{"observed_at":"2026-05-23T17:23:16.445053Z","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":"2026-06-05T21:23:00.469572Z","title":"Impact of ultra-high-resolution imaging of the lungs on per- ceived diagnostic image quality using photon-counting ct","venue":null,"work_id":"72d70df9-0541-4a27-a023-47e5a44e9615","year":1904},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:1c95be967714c4c49b504608b778e42c52725130ec0579b3b1c8a06c50e235e7","observation_id":"a077a908-f77d-422c-8e04-d81394a1f2ac","resolution":{"observed_at":"2026-05-23T17:23:16.458950Z","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":"2026-06-05T21:23:00.469572Z","title":"Imaging tech- niques in veterinary medicine. part ii: Computed tomography, magnetic resonance imaging, nuclear medicine","venue":null,"work_id":"08d33988-8ded-4c07-8553-262c380ac793","year":2023},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:935313f9cddf7b64ce2a6ecb29433cbd039d678be74a28c28453c015368a156e","observation_id":"099a1f79-ee05-4eec-92bc-e121845e702d","resolution":{"observed_at":"2026-05-23T17:23:16.450225Z","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":"2026-06-05T21:23:00.469572Z","title":"Dinesh, A","venue":null,"work_id":"d3cfc05f-91d4-489e-9207-520590cfa3a1","year":2024},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:6d5a198f660f610d2ec82858d676e629bbcf69407b112900c0cdba1c0e831b0f","observation_id":"d81a68ca-943c-4f24-b071-a3cd74a633e6","resolution":{"observed_at":"2026-05-23T17:23:16.462273Z","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":"2026-06-05T21:23:00.469572Z","title":"Academic Press","venue":null,"work_id":"f7f6b2d1-1bb7-401f-b7af-caa5d6cf640a","year":2023},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:8703e4ba4af0a642fabf15d65ff3821b68a41c972728012b294b17f97bc7da2f","observation_id":"3e07edcf-093f-40bd-b311-1949593c17c1","resolution":{"observed_at":"2026-05-23T17:23:16.529214Z","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":"2026-06-05T21:23:00.469572Z","title":"Rules for the naming of generic names of medical devices","venue":null,"work_id":"6ef55ad0-4569-4768-bf28-7fb8ec9e35fd","year":2015},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:f976eb381834f29776576f990fb38860b8f55ec7348a77484ee708c63e4827eb","observation_id":"8d9375d7-08c5-4659-939e-e6a0aa7e9576","resolution":{"observed_at":"2026-05-23T17:23:16.555140Z","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":"2026-06-05T21:23:00.469572Z","title":"The state of artificial intelligence-based fda- approved medical devices and algorithms: an online database","venue":null,"work_id":"7c1260c3-8e20-46f3-abc7-2685f580f227","year":2020},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:277214fe38b8ff7cc00aeaaa256e85e94f2b34cb64125502d9f8c42b0453ca03","observation_id":"bdae224f-3e9b-4ffe-8e7f-b0d382e1e883","resolution":{"observed_at":"2026-05-23T17:23:16.424800Z","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":"2026-06-05T21:23:00.469572Z","title":"On the analyses of medical images using traditional machine learning techniques and convolutional neural networks","venue":null,"work_id":"a6b7610c-2f82-4f4f-88b1-32c747245b74","year":2023},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:e85b37fcca443c37a72f171e354fefe8031a1f49c6c8f8cac3c61445e4a9ed31","observation_id":"52f314fc-e32c-474c-a8f9-c9bc6c582a71","resolution":{"observed_at":"2026-05-23T17:23:16.417201Z","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":"2026-06-05T21:23:00.469572Z","title":"A review of deep learning techniques for lung cancer screening and diagnosis based on ct images","venue":null,"work_id":"3d7fffff-ed83-4ab6-bd2b-afb74561b983","year":2023},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:423155a9482bfeed4fdff01bc2111060e328eb6b598b4afe149b28ee6e918bdc","observation_id":"1a6e68d5-e99e-4f40-a60f-649322a53865","resolution":{"observed_at":"2026-05-23T17:23:16.405194Z","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":"2026-06-05T21:23:00.469572Z","title":"Application of artificial intelligence to imaging interpretations in the musculoskeletal area: Where are we? where are we going?","venue":null,"work_id":"ecf55730-c0fe-4e91-9cd2-b6bbf6c5218e","year":2023},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:f5c91847ec439f4daa506894e4db268da0536e90634f7c5aebc9de4fc6b6937f","observation_id":"5c71f291-564b-4037-9dc0-2ab0b4cbf6d3","resolution":{"observed_at":"2026-05-23T17:23:16.410197Z","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":"2026-06-05T21:23:00.469572Z","title":"Deep learning for neurodegenerative disorder (2016 to 2022): A systematic review","venue":null,"work_id":"9bcd642f-d9e9-4b1f-9889-cf393022410a","year":2016},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:49372806800cfb963fc5e2de8f9ddf86a465667413b08694d5cdd0b252a24d95","observation_id":"f948dba3-1f23-4ce4-9f4a-e1d08a4d62ef","resolution":{"observed_at":"2026-05-23T17:23:16.421051Z","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":"2026-06-05T21:23:00.469572Z","title":"Artificial intelligence and deep learning: New tools for histopathological diagnosis of nonalcoholic fatty liver dis- ease/nonalcoholic steatohepatitis","venue":null,"work_id":"796375e1-d9ad-400d-95c7-fdce326bbc8b","year":2023},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:70169fcaeb1e7e12909fa7b42ca610baf282030829bf3bf33ad56beb3f3b2fbb","observation_id":"59ee7f1e-824e-46ba-853f-6c88d736c8a2","resolution":{"observed_at":"2026-05-23T17:23:16.429043Z","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":"2026-06-05T21:23:00.469572Z","title":"Artificial intelligence applications in hepatology","venue":null,"work_id":"6087baea-1047-4a2d-a281-b59291b16bb1","year":2015},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:4737ccff7cbe8765b105d589df378a4c09048167e80ac25cd768e36e548ac109","observation_id":"ad037b49-713e-48da-8b27-efabc91c12f0","resolution":{"observed_at":"2026-05-23T17:23:16.395342Z","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":"2026-06-05T21:23:00.469572Z","title":"Thyroid stimulating hormone and thyroid hormones (triiodothy- ronine and thyroxine): an american thyroid association-commissioned review of current clinical and laboratory status","venue":null,"work_id":"ed0c492d-b536-41ab-9ddf-7de218fc5ed9","year":2023},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:23af112cc0301b4c097cbde270c47ca10563b96d88a6d62114a8374baa94c852","observation_id":"d0be9502-96a6-47af-a1fc-f907c749e969","resolution":{"observed_at":"2026-05-23T17:23:16.369547Z","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":"2026-06-05T21:23:00.469572Z","title":"Medical image processing and radiotherapy planning software for seed implantation medical imaging software (national20153701878)","venue":null,"work_id":"f3fd15c0-dd9c-436d-bc0c-0612400d8378","year":null},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:602eb1b56a086fe4292b6fffc0715f203917f5186a1261b387f0a197807304ad","observation_id":"c98ec210-6d59-4a0d-b603-9d5d9e7afce0","resolution":{"observed_at":"2026-05-23T17:23:16.377450Z","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":"2026-06-05T21:23:00.469572Z","title":"Medical imaging system","venue":null,"work_id":"545f46ca-25ef-470d-bbc3-35e3f7964ede","year":null},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:6bb1cc5a2094fe30531c58e4b96d519ea5a9c289795349342ac3faead1412abb","observation_id":"c87aacf2-0631-4d19-a12e-50d779f9ecc5","resolution":{"observed_at":"2026-05-23T17:23:16.381079Z","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":"2026-06-05T21:23:00.469572Z","title":"(2024) ‘time is brain’: Aidoc releases complete ai package to speed identification and treatment of stroke","venue":null,"work_id":"e1498996-0cd3-4b45-ac2d-35209dfea36a","year":2024},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:b1293375bdce546c785f88520c83aef87ae54a51b90c301bd91c5aeb604ba143","observation_id":"22f9c38b-61a0-4882-b16b-a3f1d6dd9731","resolution":{"observed_at":"2026-05-23T17:23:16.399524Z","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":"2026-06-05T21:23:00.469572Z","title":"Fda approves marketing of clinical decision sup- port software for stroke triage in midst of renewed focus on digital health applications","venue":null,"work_id":"18c55382-a29b-4f24-9f6c-408e2ce28008","year":2018},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:6e6c38a038c96a04de514b7f3cdf5a4455ac294e42c8738ac9a7c6b7a82b20af","observation_id":"0c7a4390-a34f-422b-9e07-b5d847146a6b","resolution":{"observed_at":"2026-05-23T17:23:16.432790Z","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":"2026-06-05T21:23:00.469572Z","title":"Zebra medical vision ltd. - 510(k) premarket notification","venue":null,"work_id":"b0f773e4-5334-41c7-aaad-5421441c9ee5","year":2020},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:88f58a0c2f49dfc570d20283205cd116a0f2b852fbe0f2568b36bef5c0a99cdb","observation_id":"61937fcc-8af5-4051-9641-96dabfb81588","resolution":{"observed_at":"2026-05-23T17:23:16.358280Z","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":"2026-06-05T21:23:00.469572Z","title":"Heartflow to present latest data on ai-enabled coro- nary artery disease management at tct 2024","venue":null,"work_id":"a52d447e-a232-4088-bfd9-81979d8dbad2","year":2024},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:a54c33838be758cc17d43dcebaabc2bbb905345eab2d194645aa535c816e1bad","observation_id":"a414c047-478f-4c58-ab97-36d5e0a1fc7d","resolution":{"observed_at":"2026-05-23T17:23:16.350509Z","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":"2026-06-05T21:23:00.469572Z","title":"Aice deep learning reconstruction","venue":null,"work_id":"023147ea-043f-4b06-bf91-2558a375b008","year":2024},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:d3be4b8d4e05edc8ecd6cf7f113a0fae6c91482ce579239a1b4310391e55a9af","observation_id":"67b711d4-8d28-4ca7-8602-1e1f4ab94fcf","resolution":{"observed_at":"2026-05-23T17:23:16.373256Z","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":"2026-06-05T21:23:00.469572Z","title":"Air recon dl - magnetic resonance imaging","venue":null,"work_id":"dfcd6b0f-7c80-4c5f-bf7e-fdde0eadda72","year":2024},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:8970080c219f698cacead0b93e4e4d58aed23826de3cfbf52f0be4e041b10063","observation_id":"d2342714-07a3-4507-824c-200e7a8db100","resolution":{"observed_at":"2026-05-23T17:23:16.342624Z","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":"2026-06-05T21:23:00.469572Z","title":"Vivid ultrasound systems","venue":null,"work_id":"2d46470f-df7d-4f2b-bc66-a3b993ee8da8","year":2024},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:9170914fd4d31ceae9a57e31c7c6912ecf2620916196ebf853ccd9ff2401280f","observation_id":"347a0053-7fe1-49c9-9378-112799dcc6df","resolution":{"observed_at":"2026-05-23T17:23:16.346405Z","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":"2026-06-05T21:23:00.469572Z","title":"Acumen hypotension prediction index (hpi)","venue":null,"work_id":"b45ec718-c006-4279-bf5f-12e8d375f586","year":2024},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":60,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:eded02c535c667092df66241643dd098ad8fa942230643861a051f2713b63121","observation_id":"9c6f9636-9a59-49b6-9d75-b7ba165c62d9","resolution":{"observed_at":"2026-05-23T17:23:16.354412Z","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":"reports/3318113","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Diabetic retinopathy fundus image-assisted diagnosis software re- port 2024, global revenue, key companies market share & rank","venue":null,"work_id":"ab731b6a-fd04-48cf-9c2b-7bccdb1ad714","year":2024},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":61,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:00fbee29bd5e4e1c8c96b13814d199d2becaf864c096e4d87d2883d17065e86a","observation_id":"ac7134dd-8527-4d83-9c0e-423d31aa3c72","resolution":{"observed_at":"2026-05-23T17:23:15.146911Z","resolver_source":"arxiv_id","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":"2026-06-05T21:23:00.469572Z","title":"Approval of artificial intelligence and machine learning-based medical devices in the usa and europe (2015–20): a comparative analysis","venue":null,"work_id":"e260450d-679c-492c-bf7f-881e4532899d","year":2015},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":62,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:746b96e4669d38628fb6f2b72961a5376b3ee54626c80bdb0b6cf02d6231f3db","observation_id":"ee1ed754-83ee-4343-b43e-68822f98f227","resolution":{"observed_at":"2026-05-23T17:23:16.337973Z","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":"2026-06-05T21:23:00.469572Z","title":"ARTIFICIAL INTELLIGENT MEDICAL DEVICE INNOVATION AND COOPERATION PLATFORM","venue":null,"work_id":"1797f1b1-8952-4350-9498-d7114b32df65","year":null},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":63,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:5665100488925595dd3217adabd7bd57ff4473d323e57675bb18e969232fea6d","observation_id":"6f56b533-3dcb-4993-b497-af63f6046486","resolution":{"observed_at":"2026-05-23T17:23:16.326183Z","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":"2026-06-05T21:23:00.469572Z","title":"Artificial intelligence and machine learning (ai/ml)-enabled medical devices","venue":null,"work_id":"95814a79-d04b-4c61-801c-e70da1a30246","year":2023},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":64,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:a6faa53dc46e83eecb89eedd75109b50b95f46ca19a7c2347db977fb4c52f8a3","observation_id":"dee86b1d-3110-4c42-849d-5d4940fdbf7a","resolution":{"observed_at":"2026-05-23T17:23:16.330053Z","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":"2026-06-05T21:23:00.469572Z","title":"The ethics of medical ai and the physician-patient relationship","venue":null,"work_id":"34ddcefc-9ce2-4923-b4a6-6b761221a4ee","year":2020},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":65,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:46c434165c768743c3b7029ae76c3421211a464723fa80d8483a935a2cd8a0fb","observation_id":"9dbe98c7-0fc4-4e9e-ba43-a581da62b9b7","resolution":{"observed_at":"2026-05-23T17:23:16.333900Z","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":"2026-06-05T21:23:00.469572Z","title":"Cybersecurity features of digital medical devices: an analysis of fda product summaries","venue":null,"work_id":"984d8255-ff99-4237-b88b-3353f4b5a16b","year":2019},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":66,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:11b6e22f02ea07f1491ec93b8840a2683a3f52e311d36a3e3ef6823784949ddf","observation_id":"5e0829e0-d110-472d-ad4a-c395041c33cb","resolution":{"observed_at":"2026-05-23T17:23:16.391276Z","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":"2026-06-05T21:23:00.469572Z","title":"Performance of chatgpt on usmle: Po- tential for ai-assisted medical education using large language models","venue":null,"work_id":"c7dac8b9-a820-432f-8f4c-95eda9eacae5","year":2023},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":67,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:cd9a2bafcdc227dac4bbeb70ed088bf86e8d489ba49ebc7112e4bf5a1638476e","observation_id":"d2a7cd9b-8836-4fd1-887b-77f5bd6c24b3","resolution":{"observed_at":"2026-05-23T17:23:16.365186Z","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":"2026-06-05T21:23:00.469572Z","title":"More than red tape: exploring complexity in medical device regulatory affairs","venue":null,"work_id":"26380de1-8463-40c9-9cfe-03f3da717a24","year":2024},"citing_paper":{"arxiv_id":"2411.07378","last_updated":"2026-04-24T03:46:26Z","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data","version":3},"reference_index":68,"source":"pdf_text","source_observed_at":"2026-05-23T17:22:12.934566Z"},"links":{"citing_paper":"/paper/2411.07378"},"observation_digest":"sha256:00993f6909ba6a465a85dddcb2e81e7b0cea51361d08e160cad046f201512b9b","observation_id":"92b734d8-5c8c-4ec0-8fd7-09c45a5f1473","resolution":{"observed_at":"2026-05-23T17:23:16.436643Z","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":"2411.07378","last_updated":"2026-04-24T03:46:26Z","latest_version":3,"primary_category":"cs.AI","snapshot_observed_at":"2026-07-06T19:48:44.991187Z","submitted_at":"2024-11-11T21:28:50Z","title":"Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data"},"reference_resolution":{"displayed":68,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":1,"verified_exact":9,"verified_fuzzy":58},"total_outbound_references":68},"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 68 of 68 outbound references and 0 inbound Pith citation observations for arXiv:2411.07378."}