{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,29]],"date-time":"2025-12-29T05:45:16Z","timestamp":1766987116880,"version":"3.40.5"},"reference-count":42,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2025,6,1]],"date-time":"2025-06-01T00:00:00Z","timestamp":1748736000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,6,1]],"date-time":"2025-06-01T00:00:00Z","timestamp":1748736000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,6,1]],"date-time":"2025-06-01T00:00:00Z","timestamp":1748736000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"National Key R&#x0026;D Program of China","award":["2022YFB3104200"],"award-info":[{"award-number":["2022YFB3104200"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62271351","82070920"],"award-info":[{"award-number":["62271351","82070920"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Major Interdisciplinary Project of Tongji University","award":["15022150004"],"award-info":[{"award-number":["15022150004"]}]},{"name":"Interdisciplinary Joint Tackling Project of Tongji University","award":["2022-1-YB-15"],"award-info":[{"award-number":["2022-1-YB-15"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Big Data"],"published-print":{"date-parts":[[2025,6]]},"DOI":"10.1109\/tbdata.2024.3442548","type":"journal-article","created":{"date-parts":[[2024,8,13]],"date-time":"2024-08-13T17:40:05Z","timestamp":1723570805000},"page":"1158-1170","source":"Crossref","is-referenced-by-count":3,"title":["A Comprehensive Federated Learning Framework for Diabetic Retinopathy Grading and Lesion Segmentation"],"prefix":"10.1109","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0009-0003-4105-3395","authenticated-orcid":false,"given":"Jingxin","family":"Mao","sequence":"first","affiliation":[{"name":"School of Software Engineering, Tongji University, Shanghai, China"}]},{"given":"Xiaoyu","family":"Ma","sequence":"additional","affiliation":[{"name":"Department of Ophthalmology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8214-4355","authenticated-orcid":false,"given":"Yanlong","family":"Bi","sequence":"additional","affiliation":[{"name":"Department of Ophthalmology, Tongji Hospital, School of Medicine, Tongji Eye Institute, Tongji University, Shanghai, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3774-6247","authenticated-orcid":false,"given":"Rongqing","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Software Engineering, Tongji University, Shanghai, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.diabres.2017.03.024"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.diabres.2018.02.023"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.ophtha.2017.02.008"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2016.07.014"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2016.17216"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/S0161-6420(03)00475-5"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2009.2033909"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2016.2526689"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1186\/s12938-019-0675-9"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2019.2951844"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00218"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ISM.2016.0049"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2019.8857160"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i4.16388"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01079"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-66179-7_60"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2020.3037771"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2022.3143833"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2019.8759579"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CSIS-IAC60628.2023.10363999"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2022.3223683"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-020-0186-1"},{"key":"ref23","first-page":"1273","article-title":"Communication-efficient learning of deep networks from decentralized data","volume-title":"Proc. 20th Int. Conf. Artif. Intell. Statist.","author":"McMahan"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3298981"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2022.3233405"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00777"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00982"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2023.3264473"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ICAIC57335.2023.10044122"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.xops.2021.100069"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.5566\/ias.1155"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.3390\/data3030025"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2019.06.011"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.irbm.2013.01.010"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.243"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.195"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.106"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24574-4_28"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1802.02611"},{"key":"ref43","first-page":"1","article-title":"Federated learning with matched averaging","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Wang"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01057"}],"container-title":["IEEE Transactions on Big Data"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6687317\/11003987\/10634805.pdf?arnumber=10634805","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,15]],"date-time":"2025-05-15T19:37:22Z","timestamp":1747337842000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10634805\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6]]},"references-count":42,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/tbdata.2024.3442548","relation":{},"ISSN":["2332-7790","2372-2096"],"issn-type":[{"type":"electronic","value":"2332-7790"},{"type":"electronic","value":"2372-2096"}],"subject":[],"published":{"date-parts":[[2025,6]]}}}