{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,9]],"date-time":"2026-03-09T20:00:00Z","timestamp":1773086400589,"version":"3.50.1"},"reference-count":51,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2025,4,1]],"date-time":"2025-04-01T00:00:00Z","timestamp":1743465600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,4,1]],"date-time":"2025-04-01T00:00:00Z","timestamp":1743465600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,4,1]],"date-time":"2025-04-01T00:00:00Z","timestamp":1743465600000},"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","award":["62072089"],"award-info":[{"award-number":["62072089"]}],"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","award":["N2116016"],"award-info":[{"award-number":["N2116016"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["N2104001"],"award-info":[{"award-number":["N2104001"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["N2224001-10"],"award-info":[{"award-number":["N2224001-10"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Emerg. Top. Comput. Intell."],"published-print":{"date-parts":[[2025,4]]},"DOI":"10.1109\/tetci.2024.3449876","type":"journal-article","created":{"date-parts":[[2024,9,2]],"date-time":"2024-09-02T18:00:05Z","timestamp":1725300005000},"page":"1780-1794","source":"Crossref","is-referenced-by-count":5,"title":["End-to-End Clustering Enhanced Contrastive Learning for Radiology Reports Generation"],"prefix":"10.1109","volume":"9","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3694-8939","authenticated-orcid":false,"given":"Xinyao","family":"Liu","sequence":"first","affiliation":[{"name":"College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2077-8269","authenticated-orcid":false,"given":"Junchang","family":"Xin","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, Northeastern University, Shenyang, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7096-3732","authenticated-orcid":false,"given":"Qi","family":"Shen","sequence":"additional","affiliation":[{"name":"College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-4113-4650","authenticated-orcid":false,"given":"Chuangang","family":"Li","sequence":"additional","affiliation":[{"name":"College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7399-0250","authenticated-orcid":false,"given":"Zhihong","family":"Huang","sequence":"additional","affiliation":[{"name":"School of Physics and Engineering Technology, University of York, York, U.K."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0095-0378","authenticated-orcid":false,"given":"Zhiqiong","family":"Wang","sequence":"additional","affiliation":[{"name":"College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-021-11272-6"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.acra.2015.05.007"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.274"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P18-1240"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-00928-1_52"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.emnlp-main.112"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.naacl-main.416"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.findings-emnlp.241"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2023.106126"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.findings-emnlp.336"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2023.102802"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-59713-9_54"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2021.3122542"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01354"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.acl-long.234"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.findings-acl.23"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-020-00341-z"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1093\/bib\/bbab569"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2019.112873"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1097\/RLU.0000000000002810"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-019-07927-0"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2017.2738401"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00943"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2019.8683898"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01330"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-87237-3_51"},{"key":"ref27","article-title":"Fusion of medical imaging and electronic health records with attention and multi-head machanisms","author":"Jiang","year":"2021"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1177\/1533034618775530"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/IROS45743.2020.9341791"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2018.2798607"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref32","article-title":"End-to-end unsupervised clustering neural networks for image clustering","author":"Li","year":"2023"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1093\/jamia\/ocv080"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-019-0322-0"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.3301590"},{"key":"ref36","article-title":"Adam: A method for stochastic optimization","author":"Kingma","year":"2014"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.3115\/1073083.1073135"},{"key":"ref38","first-page":"85","article-title":"Meteor 1.3: Automatic metric for reliable optimization and evaluation of machine translation systems","volume-title":"Proc. 6th Workshop Stat. Mach. Transl.","author":"Denkowski","year":"2011"},{"key":"ref39","first-page":"74","article-title":"ROUGE: A package for automatic evaluation of summaries","volume-title":"Text Summarization Branches Out","author":"Lin","year":"2004"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7299087"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.345"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00636"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P19-1657"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19833-5_33"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-87199-4_7"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.acl-long.387"},{"key":"ref48","first-page":"16266","article-title":"Auto-encoding knowledge graph for unsupervised medical report generation","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"34","author":"Liu","year":"2021"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2024.102846"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00252"}],"container-title":["IEEE Transactions on Emerging Topics in Computational Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/7433297\/10939044\/10663478.pdf?arnumber=10663478","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,29]],"date-time":"2025-03-29T04:35:19Z","timestamp":1743222919000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10663478\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,4]]},"references-count":51,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/tetci.2024.3449876","relation":{},"ISSN":["2471-285X"],"issn-type":[{"value":"2471-285X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,4]]}}}