{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,13]],"date-time":"2026-05-13T17:35:26Z","timestamp":1778693726279,"version":"3.51.4"},"reference-count":68,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"7","license":[{"start":{"date-parts":[[2025,7,1]],"date-time":"2025-07-01T00:00:00Z","timestamp":1751328000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,7,1]],"date-time":"2025-07-01T00:00:00Z","timestamp":1751328000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,7,1]],"date-time":"2025-07-01T00:00:00Z","timestamp":1751328000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"NSFC Project","award":["62222604"],"award-info":[{"award-number":["62222604"]}]},{"name":"NSFC Project","award":["62206052"],"award-info":[{"award-number":["62206052"]}]},{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"crossref","award":["2024M750424"],"award-info":[{"award-number":["2024M750424"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["020214380120"],"award-info":[{"award-number":["020214380120"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["020214380128"],"award-info":[{"award-number":["020214380128"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]},{"name":"State Key Laboratory Fund","award":["ZZKT2024A14"],"award-info":[{"award-number":["ZZKT2024A14"]}]},{"name":"Postdoctoral Fellowship Program of CPSF","award":["GZC20240252"],"award-info":[{"award-number":["GZC20240252"]}]},{"name":"Jiangsu Funding Program for Excellent Postdoctoral Talent","award":["2024ZB242"],"award-info":[{"award-number":["2024ZB242"]}]},{"name":"Young Elite Scientists Sponsorship Program by China Association for Science and Technology","award":["2023QNRC001"],"award-info":[{"award-number":["2023QNRC001"]}]},{"DOI":"10.13039\/501100001809","name":"Jiangsu Science and Technology Major Project","doi-asserted-by":"publisher","award":["BG2024031"],"award-info":[{"award-number":["BG2024031"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Med. Imaging"],"published-print":{"date-parts":[[2025,7]]},"DOI":"10.1109\/tmi.2025.3549433","type":"journal-article","created":{"date-parts":[[2025,3,10]],"date-time":"2025-03-10T17:40:13Z","timestamp":1741628413000},"page":"2795-2807","source":"Crossref","is-referenced-by-count":16,"title":["WeakMedSAM: Weakly-Supervised Medical Image Segmentation via SAM With Sub-Class Exploration and Prompt Affinity Mining"],"prefix":"10.1109","volume":"44","author":[{"ORCID":"https:\/\/orcid.org\/0009-0003-8166-0042","authenticated-orcid":false,"given":"Haoran","family":"Wang","sequence":"first","affiliation":[{"name":"National Key Laboratory for Novel Software Technology and the National Institute of Healthcare Data Science, Nanjing University, Nanjing, Jiangsu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lian","family":"Huai","sequence":"additional","affiliation":[{"name":"BOE Technology Group Company Ltd., Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0935-7124","authenticated-orcid":false,"given":"Wenbin","family":"Li","sequence":"additional","affiliation":[{"name":"National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7091-0702","authenticated-orcid":false,"given":"Lei","family":"Qi","sequence":"additional","affiliation":[{"name":"Pattern Learning and Mining (PALM) Laboratory, School of Computer Science and Engineering, Southeast University, Nanjing, Jiangsu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xingqun","family":"Jiang","sequence":"additional","affiliation":[{"name":"BOE Technology Group Company Ltd., Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4534-7318","authenticated-orcid":false,"given":"Yinghuan","family":"Shi","sequence":"additional","affiliation":[{"name":"National Key Laboratory for Novel Software Technology and the National Institute of Healthcare Data Science, Nanjing University, Nanjing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.00371"},{"key":"ref2","article-title":"A survey on segment anything model (SAM): Vision foundation model meets prompt engineering","author":"Zhang","year":"2023","journal-title":"arXiv:2306.06211"},{"key":"ref3","article-title":"A comprehensive survey on segment anything model for vision and beyond","author":"Zhang","year":"2023","journal-title":"arXiv:2305.08196"},{"key":"ref4","article-title":"Foundational models defining a new era in vision: A survey and outlook","author":"Awais","year":"2023","journal-title":"arXiv:2307.13721"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2023.103061"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2023.102918"},{"key":"ref7","article-title":"Customized segment anything model for medical image segmentation","author":"Zhang","year":"2023","journal-title":"arXiv:2304.13785"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-024-44824-z"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2025.103547"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.01074"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/tmi.2024.3501352"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-020-01373-4"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2021.3132905"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2020.3042773"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2018.2885376"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2020.3046292"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2023.3269523"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2020.3002244"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2021.3069634"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2024.3363190"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2018.2791721"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2016.2621185"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2022.3165518"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01138"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2022.3224067"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-87240-3_16"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00523"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.179"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.351"},{"key":"ref30","article-title":"Beyond adapting SAM: Towards end-to-end ultrasound image segmentation via auto prompting","author":"Lin","year":"2023","journal-title":"arXiv:2309.06824"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.01525"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72949-2_5"},{"key":"ref33","first-page":"9984","article-title":"Rethinking semi-supervised medical image segmentation: A variance-reduction perspective","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"36","author":"You"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.01106"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-71253-1_24"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/WACV57701.2024.00774"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2024.110471"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2024.3412420"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.687"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00216"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58536-5_21"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-022-01586-9"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01229"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00545"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00265"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00425"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00428"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00426"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01553"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.319"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01634"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00427"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00302"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2014.2377694"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3100536"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-022-30695-9"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24574-4_28"},{"key":"ref58","article-title":"SAM. MD: Zero-shot medical image segmentation capabilities of the segment anything model","author":"Wald","year":"2023","journal-title":"arXiv:2304.05396"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2015.2499239"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2018.8545591"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-06433-3_41"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.3390\/rs12183020"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-11024-6_37"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2020.104115"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72114-4_59"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-019-0322-0"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/WACV56688.2023.00358"},{"key":"ref68","article-title":"SAM 2: Segment anything in images and videos","author":"Ravi","year":"2024","journal-title":"arXiv:2408.00714"}],"container-title":["IEEE Transactions on Medical Imaging"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/42\/11068959\/10918702.pdf?arnumber=10918702","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,4]],"date-time":"2025-07-04T17:51:19Z","timestamp":1751651479000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10918702\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,7]]},"references-count":68,"journal-issue":{"issue":"7"},"URL":"https:\/\/doi.org\/10.1109\/tmi.2025.3549433","relation":{},"ISSN":["0278-0062","1558-254X"],"issn-type":[{"value":"0278-0062","type":"print"},{"value":"1558-254X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,7]]}}}