{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,21]],"date-time":"2026-05-21T13:47:36Z","timestamp":1779371256989,"version":"3.53.1"},"reference-count":52,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"12","license":[{"start":{"date-parts":[[2025,12,1]],"date-time":"2025-12-01T00:00:00Z","timestamp":1764547200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,12,1]],"date-time":"2025-12-01T00:00:00Z","timestamp":1764547200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,12,1]],"date-time":"2025-12-01T00:00:00Z","timestamp":1764547200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"H"},{"DOI":"10.13039\/501100001381","name":"National Research Foundation Singapore","doi-asserted-by":"publisher","award":["AISG2-TC-2021-003"],"award-info":[{"award-number":["AISG2-TC-2021-003"]}],"id":[{"id":"10.13039\/501100001381","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["2020YFA0714003"],"award-info":[{"award-number":["2020YFA0714003"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Science and Technology Department of Sichuan Province","award":["2023YFG0273"],"award-info":[{"award-number":["2023YFG0273"]}]},{"DOI":"10.13039\/501100004543","name":"China Scholarship Council","doi-asserted-by":"publisher","award":["202206240082"],"award-info":[{"award-number":["202206240082"]}],"id":[{"id":"10.13039\/501100004543","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Cybern."],"published-print":{"date-parts":[[2025,12]]},"DOI":"10.1109\/tcyb.2025.3604432","type":"journal-article","created":{"date-parts":[[2025,9,23]],"date-time":"2025-09-23T17:25:59Z","timestamp":1758648359000},"page":"5975-5988","source":"Crossref","is-referenced-by-count":5,"title":["Toward Reliable Medical Image Segmentation by Modeling Evidential Calibrated Uncertainty"],"prefix":"10.1109","volume":"55","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2025-9859","authenticated-orcid":false,"given":"Ke","family":"Zou","sequence":"first","affiliation":[{"name":"College of Computer Science and the National Key Laboratory of Fundamental Science on Synthetic Vision, Sichuan University, Chengdu, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6293-4624","authenticated-orcid":false,"given":"Yidi","family":"Chen","sequence":"additional","affiliation":[{"name":"Department of Radiology, West China Hospital, Sichuan University, Chengdu, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1562-1371","authenticated-orcid":false,"given":"Ling","family":"Huang","sequence":"additional","affiliation":[{"name":"Saw Swee Hock School of Public Health, National University of Singapore, Cluny Road, Singapore"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nan","family":"Zhou","sequence":"additional","affiliation":[{"name":"College of Computer Science and the National Key Laboratory of Fundamental Science on Synthetic Vision, Sichuan University, Chengdu, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xuedong","family":"Yuan","sequence":"additional","affiliation":[{"name":"College of Computer Science and the National Key Laboratory of Fundamental Science on Synthetic Vision, Sichuan University, Chengdu, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9674-700X","authenticated-orcid":false,"given":"Xiaojing","family":"Shen","sequence":"additional","affiliation":[{"name":"Department of Mathematics, Sichuan University, Chengdu, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7882-1747","authenticated-orcid":false,"given":"Meng","family":"Wang","sequence":"additional","affiliation":[{"name":"Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR), Fusionopolis, Singapore"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9116-1595","authenticated-orcid":false,"given":"Rick Siow Mong","family":"Goh","sequence":"additional","affiliation":[{"name":"Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR), Fusionopolis, Singapore"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1590-2029","authenticated-orcid":false,"given":"Yong","family":"Liu","sequence":"additional","affiliation":[{"name":"Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR), Fusionopolis, Singapore"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6752-797X","authenticated-orcid":false,"given":"Yih Chung","family":"Tham","sequence":"additional","affiliation":[{"name":"Center for Innovation and Precision Eye Health and the Yong Loo Lin School of Medicine, National University of Singapore, Cluny Road, Singapore"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9702-5524","authenticated-orcid":false,"given":"Huazhu","family":"Fu","sequence":"additional","affiliation":[{"name":"Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR), Fusionopolis, Singapore"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2024.103124"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2022.102627"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2022.3223528"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2019.2955178"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2022.102680"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2021.3069920"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2023.3291369"},{"key":"ref8","first-page":"1321","article-title":"On calibration of modern neural networks","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Guo"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298965"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1038\/s41592-018-0261-2"},{"key":"ref11","first-page":"1","article-title":"Attention U-Net: Learning where to look for the pancreas","volume-title":"Proc. Med. Imag. Deep Learn.","author":"Oktay"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/3DV.2016.79"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2023.3293771"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-024-44824-z"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-97-5128-0_27"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.metrad.2023.100003"},{"key":"ref18","first-page":"1","article-title":"A probabilistic U-Net for segmentation of ambiguous images","volume-title":"Proc. 32nd Conf. Neural Inf. Process. Syst.","volume":"31","author":"Kohl"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2019.03.042"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2019.01.103"},{"key":"ref21","first-page":"6405","article-title":"Simple and scalable predictive uncertainty estimation using deep ensembles","volume-title":"Proc. 31st Conf. Neural Inf. Process. Syst.","volume":"30","author":"Lakshminarayanan"},{"key":"ref22","first-page":"3183","article-title":"Evidential deep learning to quantify classification uncertainty","volume-title":"Proc. 32nd Int. Conf. Neural Inf. Process. Syst.","author":"Sensoy"},{"key":"ref23","first-page":"9690","article-title":"Uncertainty estimation using a single deep deterministic neural network","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Van Amersfoort"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.5555\/3045390.3045502"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2019.101557"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-16452-1_48"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2022.3194099"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2022.3195447"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2020.2980145"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1038\/s41592-020-01008-z"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-42337-1"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3171983"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2020.3035253"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2018.2845918"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-87193-2_11"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1111\/j.2517-6161.1968.tb00722.x"},{"key":"ref37","first-page":"18237","article-title":"Improving model calibration with accuracy versus uncertainty optimization","volume-title":"Proc. 34th Conf. Neural Inf. Process. Syst.","volume":"33","author":"Krishnan"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1038\/sdata.2018.161"},{"key":"ref39","article-title":"The kits21 challenge: Automatic segmentation of kidneys, renal tumors, and renal cysts in corticomedullary-phase CT","author":"Heller","year":"2023","journal-title":"arXiv:2307.01984"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2014.2377694"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-022-01564-3"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/CBMS.2013.6627847"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2018.2837502"},{"key":"ref44","first-page":"1","article-title":"What uncertainties do we need in Bayesian deep learning for computer vision?","volume-title":"Proc. 31st Conf. Neural Inf. Process. Syst.","volume":"30","author":"Kendall"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-11726-9_6"},{"key":"ref46","first-page":"1","article-title":"Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results","volume-title":"Proc. 31st Conf. Neural Inf. Process. Syst.","volume":"30","author":"Tarvainen"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00262"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-32245-8_67"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2022.102517"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-32245-8_6"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/WACV51458.2022.00181"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72114-4_51"}],"container-title":["IEEE Transactions on Cybernetics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6221036\/11267789\/11176052.pdf?arnumber=11176052","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,26]],"date-time":"2025-11-26T19:05:06Z","timestamp":1764183906000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11176052\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12]]},"references-count":52,"journal-issue":{"issue":"12"},"URL":"https:\/\/doi.org\/10.1109\/tcyb.2025.3604432","relation":{},"ISSN":["2168-2267","2168-2275"],"issn-type":[{"value":"2168-2267","type":"print"},{"value":"2168-2275","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,12]]}}}