{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,8]],"date-time":"2026-03-08T02:06:24Z","timestamp":1772935584162,"version":"3.50.1"},"reference-count":24,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,12,8]],"date-time":"2025-12-08T00:00:00Z","timestamp":1765152000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,12,8]],"date-time":"2025-12-08T00:00:00Z","timestamp":1765152000000},"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":[[2025,12,8]]},"DOI":"10.1109\/bigdata66926.2025.11402542","type":"proceedings-article","created":{"date-parts":[[2026,3,6]],"date-time":"2026-03-06T20:57:57Z","timestamp":1772830677000},"page":"6255-6260","source":"Crossref","is-referenced-by-count":0,"title":["Evaluation of Deep Learning Models for Automatic MRI Segmentation of Borderline Ovarian Tumors"],"prefix":"10.1109","author":[{"given":"Boyi","family":"Zhang","sequence":"first","affiliation":[{"name":"Beijing University of Posts and Telecommunications,Department of Computer Science,Beijing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chenwei","family":"Yan","sequence":"additional","affiliation":[{"name":"University of International Business and Economics,Beijing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yan","family":"Gao","sequence":"additional","affiliation":[{"name":"Peking University Third Hospital,Department of Obstetrics &#x0026; Gynecology,Beijing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiangling","family":"Fu","sequence":"additional","affiliation":[{"name":"Beijing University of Posts and Telecommunications,Department of Computer Science,Beijing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yu","family":"Wu","sequence":"additional","affiliation":[{"name":"Peking University Third Hospital,Department of Obstetrics &#x0026; Gynecology,Beijing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaohua","family":"Wang","sequence":"additional","affiliation":[{"name":"Peking University Third Hospital,Department of Obstetrics &#x0026; Gynecology,Beijing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1186\/s12885-018-4932-2"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.disamonth.2024.101691"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.bpobgyn.2016.08.007"},{"key":"ref4","first-page":"411","article-title":"Borderline tumors of the ovary","volume":"92.6","author":"Tarak","year":"2014","journal-title":"Tunis Med"},{"key":"ref5","first-page":"1240","article-title":"Epithelial ovarian cancer","volume":"393.10177","author":"Stephanie","year":"2019","journal-title":"The Lancet"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/s00330-007-0736-5"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.3390\/cancers15245827"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.13121161"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/s00261-020-02688-z"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/s11548-024-03136-9"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24574-4_28"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2644615"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.3390\/diagnostics13091624"},{"issue":"2","key":"ref14","first-page":"63","article-title":"Deep learning and its application to medical image segmentation[J]","volume":"36","author":"Roth","year":"2018","journal-title":"Medical Imaging Technology"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.3390\/diagnostics14050543"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2021.102134"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2025.112311"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1107\/978-3-030-01234-2_49"},{"key":"ref19","article-title":"Mednext: transformer-driven scaling of convnets for medical image segmentation","volume-title":"International Conference on Medical Image Computing and Computer-Assisted Intervention","author":"Saikat","year":"2023"},{"key":"ref20","first-page":"2770","article-title":"Deep learning for the ovarian lesion localization and discrimination between borderline and malignant ovarian tumors based on routine MR imaging","volume":"13.1","author":"Yida","year":"2023","journal-title":"Scientific reports"},{"key":"ref21","first-page":"22","article-title":"Two-dimensional and three-dimensional T2 weighted imaging-based radiomic signatures for the preoperative discrimination of ovarian borderline tumors and malignant tumors","volume":"15.1","author":"Xuefen","year":"2022","journal-title":"Journal of ovarian research"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298965"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.01109"},{"key":"ref24","article-title":"Large kernel matters-improve semantic segmentation by global convolutional network","volume-title":"Proceedings of the IEEE conference on computer vision and pattern recognition","author":"Chao","year":"2017"}],"event":{"name":"2025 IEEE International Conference on Big Data (BigData)","location":"Macau, China","start":{"date-parts":[[2025,12,8]]},"end":{"date-parts":[[2025,12,11]]}},"container-title":["2025 IEEE International Conference on Big Data (BigData)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11400704\/11400712\/11402542.pdf?arnumber=11402542","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,7]],"date-time":"2026-03-07T07:36:06Z","timestamp":1772868966000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11402542\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12,8]]},"references-count":24,"URL":"https:\/\/doi.org\/10.1109\/bigdata66926.2025.11402542","relation":{},"subject":[],"published":{"date-parts":[[2025,12,8]]}}}