{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,16]],"date-time":"2026-06-16T15:10:04Z","timestamp":1781622604445,"version":"3.54.5"},"reference-count":25,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,12,6]],"date-time":"2022-12-06T00:00:00Z","timestamp":1670284800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,12,6]],"date-time":"2022-12-06T00:00:00Z","timestamp":1670284800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,12,6]]},"DOI":"10.1109\/bibm55620.2022.9995046","type":"proceedings-article","created":{"date-parts":[[2023,1,2]],"date-time":"2023-01-02T19:09:24Z","timestamp":1672686564000},"page":"1562-1567","source":"Crossref","is-referenced-by-count":4,"title":["A Deep Active Learning Framework with Information Guided Label Generation for Medical Image Segmentation"],"prefix":"10.1109","author":[{"given":"Kuan","family":"Huang","sequence":"first","affiliation":[{"name":"Kean University,Union,Department of Computer Science and Technology,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jianhua","family":"Huang","sequence":"additional","affiliation":[{"name":"Harbin Institute of Technology,School of Computer Science and Technology,Harbin,China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Weichen","family":"Wang","sequence":"additional","affiliation":[{"name":"Harbin Institute of Technology,School of Computer Science and Technology,Harbin,China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Meng","family":"Xu","sequence":"additional","affiliation":[{"name":"Utah State University,Department of Computer Science,Logan,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Feifei","family":"Liu","sequence":"additional","affiliation":[{"name":"Peking University People&#x2019;s Hospital,Department of Ultrasound,Beijing,China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.350"},{"key":"ref2","article-title":"Attention u-net: Learning where to look for the pancreas","author":"Oktay","year":"2018","journal-title":"arXiv preprint arXiv:1804.03999"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI48211.2021.9433899"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI52829.2022.9761685"},{"key":"ref5","article-title":"Active learning literature survey","volume-title":"University of Wisconsin-Madison Department of Computer Sciences, Tech. Rep.","author":"Settles","year":"2009"},{"key":"ref6","article-title":"Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results","volume":"30","author":"Tarvainen","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref7","article-title":"Semi-supervised learning with ladder networks","volume":"28","author":"Rasmus","year":"2015","journal-title":"Advances in neural information processing systems"},{"key":"ref8","first-page":"1050","article-title":"Dropout as a bayesian approximation: Representing model uncertainty in deep learning","volume-title":"international conference on machine learning","author":"Gal"},{"key":"ref9","article-title":"Deep batch active learning by diverse, uncertain gradient lower bounds","author":"Ash","year":"2019","journal-title":"arXiv preprint arXiv:1906.03671"},{"key":"ref10","article-title":"Discriminative active learning","author":"Gissin","year":"2019","journal-title":"arXiv preprint arXiv:1907.06347"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2018.2868649"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330688"},{"key":"ref13","first-page":"766","article-title":"Cold-start active learning with robust ordinal matrix factorization","volume-title":"International conference on machine learning","author":"Houlsby"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2018.09.060"},{"key":"ref15","volume-title":"Implementation and benchmarking of perceptual image hash functions","author":"Zauner","year":"2010"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24574-4_28"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2019.101555"},{"key":"ref18","first-page":"1027","article-title":"k-means++: The advantages of careful seeding","volume-title":"Proceedings of the eighteenth annual ACM-SIAM symposium on Discrete algorithms","author":"Vassilvitskii"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/0734-189X(89)90051-0"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33015901"},{"key":"ref21","first-page":"39","volume-title":"Acr bi-rads\u00ae atlas, breast imaging reporting and data system","author":"Sickles","year":"2013"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58607-2_30"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-69525-5_40"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-32245-8_67"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-66179-7_47"}],"event":{"name":"2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","location":"Las Vegas, NV, USA","start":{"date-parts":[[2022,12,6]]},"end":{"date-parts":[[2022,12,8]]}},"container-title":["2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9994793\/9994847\/09995046.pdf?arnumber=9995046","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,1]],"date-time":"2024-02-01T12:38:48Z","timestamp":1706791128000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9995046\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,12,6]]},"references-count":25,"URL":"https:\/\/doi.org\/10.1109\/bibm55620.2022.9995046","relation":{},"subject":[],"published":{"date-parts":[[2022,12,6]]}}}