{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,21]],"date-time":"2026-05-21T17:29:29Z","timestamp":1779384569285,"version":"3.53.1"},"reference-count":22,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,4,14]],"date-time":"2025-04-14T00:00:00Z","timestamp":1744588800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,4,14]],"date-time":"2025-04-14T00:00:00Z","timestamp":1744588800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,4,14]]},"DOI":"10.1109\/isbi60581.2025.10980785","type":"proceedings-article","created":{"date-parts":[[2025,5,12]],"date-time":"2025-05-12T17:38:51Z","timestamp":1747071531000},"page":"1-5","source":"Crossref","is-referenced-by-count":2,"title":["Confounder-Aware Medical Data Selection for Fine-Tuning Pretrained Vision Models"],"prefix":"10.1109","author":[{"given":"Anyang","family":"Ji","sequence":"first","affiliation":[{"name":"West China Hospital, Sichuan University,West China Biomedical Big Data Center,Chengdu,China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Qingbo","family":"Kang","sequence":"additional","affiliation":[{"name":"West China Hospital, Sichuan University,West China Biomedical Big Data Center,Chengdu,China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Wei","family":"Xu","sequence":"additional","affiliation":[{"name":"West China Hospital, Sichuan University,West China Biomedical Big Data Center,Chengdu,China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Changfan","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Artificial Intelligence, Beijing University of Posts and Telecommunications,Beijing,China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kang","family":"Li","sequence":"additional","affiliation":[{"name":"West China Hospital, Sichuan University,West China Biomedical Big Data Center,Chengdu,China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Qicheng","family":"Lao","sequence":"additional","affiliation":[{"name":"School of Artificial Intelligence, Beijing University of Posts and Telecommunications,Beijing,China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","author":"Dosovitskiy","year":"2020","journal-title":"An image is worth 16\u00d716 words: Transformers for image recognition at scale"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00951"},{"key":"ref3","first-page":"8748","article-title":"Learning transferable visual models from natural language supervision","volume-title":"International conference on machine learning","author":"Radford","year":"2021"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01553"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2020.03.039"},{"key":"ref6","author":"Toneva","year":"2018","journal-title":"An empirical study of example forgetting during deep neural network learning"},{"key":"ref7","first-page":"20596","article-title":"Deep learning on a data diet: Finding important examples early in training","volume":"34","author":"Paul","year":"2021","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref8","article-title":"Moderate coreset: A universal method of data selection for real-world data-efficient deep learning","volume-title":"The Eleventh International Conference on Learning Representations","author":"Xia","year":"2022"},{"key":"ref9","author":"Kim","year":"2020","journal-title":"Confident coreset for active learning in medical image analysis"},{"key":"ref10","author":"He","year":"2023","journal-title":"Data-centric diet: Effective multi-center dataset pruning for medical image segmentation"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1214\/12-AOS1058"},{"issue":"2","key":"ref12","first-page":"79","article-title":"How to control confounding effects by statistical analysis","volume":"5","author":"Pourhoseingholi","year":"2012","journal-title":"Gastroenterology and hepatology from bed to bench"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1038\/sj.ki.5002650"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1038\/s41591-018-0307-0"},{"key":"ref15","volume-title":"Lepset","author":"Li","year":"2023"},{"key":"ref16","volume-title":"NeoJaundice: Neonatal Jaundice Evaluation in Demographic Images","author":"Wang","year":"2023"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-00934-2_24"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref19","first-page":"226","article-title":"A density-based algorithm for discovering clusters in large spatial databases with noise","volume":"96","author":"Ester","year":"1996","journal-title":"kdd"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/1553374.1553517"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1056\/aioa2400640"}],"event":{"name":"2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)","location":"Houston, TX, USA","start":{"date-parts":[[2025,4,14]]},"end":{"date-parts":[[2025,4,17]]}},"container-title":["2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10980665\/10980666\/10980785.pdf?arnumber=10980785","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,13]],"date-time":"2025-05-13T06:31:06Z","timestamp":1747117866000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10980785\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,4,14]]},"references-count":22,"URL":"https:\/\/doi.org\/10.1109\/isbi60581.2025.10980785","relation":{},"subject":[],"published":{"date-parts":[[2025,4,14]]}}}