{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,8]],"date-time":"2025-10-08T00:31:20Z","timestamp":1759883480690,"version":"build-2065373602"},"reference-count":52,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"10","license":[{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"National Key R&amp;D Program of China","award":["2022YFE0200600"],"award-info":[{"award-number":["2022YFE0200600"]}]},{"name":"Research Grants Council of Hong Kong","award":["T45-401\/22-N"],"award-info":[{"award-number":["T45-401\/22-N"]}]},{"DOI":"10.13039\/501100007156","name":"Innovation and Technology Commission","doi-asserted-by":"publisher","award":["GHP\/060\/21GD"],"award-info":[{"award-number":["GHP\/060\/21GD"]}],"id":[{"id":"10.13039\/501100007156","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Wuhan United Imaging Healthcare Surgical Technology Company Ltd."}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Biomed. Health Inform."],"published-print":{"date-parts":[[2025,10]]},"DOI":"10.1109\/jbhi.2025.3582160","type":"journal-article","created":{"date-parts":[[2025,6,23]],"date-time":"2025-06-23T13:28:18Z","timestamp":1750685298000},"page":"7336-7348","source":"Crossref","is-referenced-by-count":0,"title":["Boosting Few-Shot Semantic Segmentation of 3D Medical Images via Collaborative Slice Alignment"],"prefix":"10.1109","volume":"29","author":[{"given":"Ran","family":"Duan","sequence":"first","affiliation":[{"name":"Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, Wuhan, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2630-2838","authenticated-orcid":false,"given":"Jialun","family":"Pei","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong SAR, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1612-8573","authenticated-orcid":false,"given":"Zhiwei","family":"Wang","sequence":"additional","affiliation":[{"name":"Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, Wuhan, China"}]},{"given":"Ruiheng","family":"Zhang","sequence":"additional","affiliation":[{"name":"Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, Wuhan, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9815-4432","authenticated-orcid":false,"given":"Qiang","family":"Li","sequence":"additional","affiliation":[{"name":"Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, Wuhan, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3055-5034","authenticated-orcid":false,"given":"Pheng-Ann","family":"Heng","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong SAR, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2644615"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-32245-8_60"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.radonc.2021.04.019"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.2307\/1932409.JSTOR1932409"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/WACV56688.2023.00252"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.167"},{"key":"ref7","first-page":"1","article-title":"Few-shot semantic segmentation with prototype learning","volume-title":"Proc. Brit. Mach. Vis. Conf.","author":"Dong","year":"2018"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19800-7_41"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2021.3060551"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2022.102385"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2023.102870"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19818-2_7"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1038\/s41592-020-01008-z"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00974"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2020.101950"},{"key":"ref17","first-page":"12","article-title":"MICCAI multi-atlas labeling beyond the cranial vaultworkshop and challenge","volume-title":"Proc. Int. Conf. Med. Image Comput. Comput.-Assisted Intervention","volume":"5","author":"Landman","year":"2015"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00789"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-59710-8_60"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.106"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58545-7_9"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298965"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2022.102642"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/3DV.2016.79"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/iccv48922.2021.00686"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46466-4_5"},{"article-title":"Representation learning with contrastive predictive coding","year":"2018","author":"Oord","key":"ref27"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58526-6_45"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2022.3150682"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.278"},{"key":"ref31","first-page":"1","article-title":"Conditional networks for few-shot semantic segmentation","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Rakelly","year":"2018"},{"key":"ref32","first-page":"91","article-title":"Faster R-CNN: Towards real-time object detection with region proposal networks","volume-title":"Proc. Int. Conf. Neural Inf. Process. Syst.","author":"Ren","year":"2015"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1049\/htl.2019.0078"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24574-4_28"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2019.101587"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.5244\/C.31.167"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.5555\/3294996.3295163"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2021.105067"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-78191-0_51"},{"key":"ref40","first-page":"18158","article-title":"3D self-supervised methods for medical imaging","volume-title":"Proc. Int. Conf. Neural Inf. Process. Syst.","author":"Taleb","year":"2020"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00389"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2021.3058281"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.02007"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2020.105913"},{"key":"ref45","first-page":"3637","article-title":"Matching networks for one shot learning","volume-title":"Proc. Int. Conf. Neural Inf. Process. Syst.","author":"Vinyals","year":"2016"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58601-0_43"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00929"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-20044-1_24"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2018.8363745"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00536"},{"key":"ref51","first-page":"823","article-title":"Mask matching transformer for few-shot segmentation","volume-title":"Proc. Int. Conf. Neural Inf. Process. Syst.","author":"Zhang","year":"2022"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-43901-8_26"}],"container-title":["IEEE Journal of Biomedical and Health Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6221020\/11192794\/11045960.pdf?arnumber=11045960","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,7]],"date-time":"2025-10-07T17:47:25Z","timestamp":1759859245000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11045960\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10]]},"references-count":52,"journal-issue":{"issue":"10"},"URL":"https:\/\/doi.org\/10.1109\/jbhi.2025.3582160","relation":{},"ISSN":["2168-2194","2168-2208"],"issn-type":[{"type":"print","value":"2168-2194"},{"type":"electronic","value":"2168-2208"}],"subject":[],"published":{"date-parts":[[2025,10]]}}}