{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,20]],"date-time":"2026-06-20T17:34:29Z","timestamp":1781976869039,"version":"3.54.5"},"reference-count":55,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"10","license":[{"start":{"date-parts":[[2023,10,1]],"date-time":"2023-10-01T00:00:00Z","timestamp":1696118400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,10,1]],"date-time":"2023-10-01T00:00:00Z","timestamp":1696118400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,10,1]],"date-time":"2023-10-01T00:00:00Z","timestamp":1696118400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"National Key R&amp;D Program of China","award":["2021ZD0111000"],"award-info":[{"award-number":["2021ZD0111000"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["U22B2048"],"award-info":[{"award-number":["U22B2048"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62203437"],"award-info":[{"award-number":["62203437"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62006139"],"award-info":[{"award-number":["62006139"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61976212"],"award-info":[{"award-number":["61976212"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Hainan Provincial Natural Science Foundation of China","award":["622RC618"],"award-info":[{"award-number":["622RC618"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Biomed. Health Inform."],"published-print":{"date-parts":[[2023,10]]},"DOI":"10.1109\/jbhi.2023.3304376","type":"journal-article","created":{"date-parts":[[2023,8,11]],"date-time":"2023-08-11T17:27:31Z","timestamp":1691774851000},"page":"5066-5075","source":"Crossref","is-referenced-by-count":26,"title":["Leveraging Summary Guidance on Medical Report Summarization"],"prefix":"10.1109","volume":"27","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8147-3138","authenticated-orcid":false,"given":"Yunqi","family":"Zhu","sequence":"first","affiliation":[{"name":"School of Information and Communication Engineering, Hainan University, Haikou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8343-125X","authenticated-orcid":false,"given":"Xuebing","family":"Yang","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3409-2970","authenticated-orcid":false,"given":"Yuanyuan","family":"Wu","sequence":"additional","affiliation":[{"name":"School of Information and Communication Engineering, Hainan University, Haikou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0752-941X","authenticated-orcid":false,"given":"Wensheng","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Information and Communication Engineering, Hainan University, Haikou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/W18-5623"},{"key":"ref2","article-title":"Towards clinical encounter summarization: Learning to compose discharge summaries from prior notes","author":"Shing"},{"key":"ref3","first-page":"18864","article-title":"Retrieve, reason, and refine: Generating accurate and faithful patient instructions","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Liu","year":"2022"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2020.2984704"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.acl-srw.30"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2022.109460"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P18-1240"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33016666"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.emnlp-main.288"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01354"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2022.3197162"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2022.3207502"},{"key":"ref13","article-title":"MIMIC-III clinical database","author":"Johnson","year":"2020","journal-title":"PhysioNet"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1038\/sdata.2016.35"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-016-9475-9"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33019815"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2020.113679"},{"key":"ref18","first-page":"5998","article-title":"Attention is all you need","volume-title":"Proc. Neural Inf. Process. Syst.","author":"Vaswani","year":"2017"},{"key":"ref19","first-page":"4171","article-title":"BERT: Pre-training of deep bidirectional transformers for language understanding","volume-title":"Proc. North. Amer. Chapter Assoc. Comput. Linguistics","author":"Devlin","year":"2019"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.acl-main.703"},{"key":"ref21","first-page":"5485","article-title":"Exploring the limits of transfer learning with a unified text-to-text transformer","volume":"21","author":"Raffel","year":"2020","journal-title":"J. Mach. Learn. Res."},{"key":"ref22","first-page":"13042","article-title":"Unified language model pre-training for natural language understanding and generation","volume-title":"Proc. Neural Inf. Process. Syst.","author":"Dong","year":"2019"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1162\/tacl_a_00313"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D19-1387"},{"key":"ref25","first-page":"11328","article-title":"PEGASUS: Pre-training with extracted gap-sentences for abstractive summarization","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Zhang","year":"2020"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.findings-emnlp.217"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.emnlp-main.506"},{"key":"ref28","first-page":"24516","article-title":"Towards improving faithfulness in abstractive summarization","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Chen","year":"2022"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2022.naacl-main.74"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.naacl-main.384"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2022.emnlp-main.409"},{"key":"ref32","first-page":"74","article-title":"ROUGE: A package for automatic evaluation of summaries","volume-title":"Proc. Assoc. Comput. Linguistics","author":"Lin","year":"2004"},{"key":"ref33","article-title":"BERTScore: Evaluating text generation with BERT","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Zhang,","year":"2020"},{"key":"ref34","first-page":"27263","article-title":"BARTScore: Evaluating generated text as text generation","volume-title":"Proc. Neural Inf. Process. Syst.","author":"Yuan","year":"2021"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1162\/tacl_a_00453"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.emnlp-main.529"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.emnlp-main.750"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2016.01.003"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-018-0070-0"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.acl-main.458"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2022.findings-emnlp.349"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.2307\/3315985"},{"key":"ref43","first-page":"1027","article-title":"K-means: The advantages of careful seeding","volume-title":"Proc. ACM-SIAM Symp. Discrete Algorithms","author":"Arthur","year":"2007"},{"key":"ref44","first-page":"2579","article-title":"Visualizing data using t-SNE","volume":"9","author":"Maaten","year":"2008","journal-title":"J. Mach. Learn. Res."},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/0377-0427(87)90125-7"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref47","article-title":"Decoupled weight decay regularization","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Loshchilov","year":"2019"},{"key":"ref48","article-title":"RoBERTa: A robustly optimized BERT pretraining approach","author":"Liu"},{"key":"ref49","article-title":"ALBERT: A lite BERT for self-supervised learning of language representations","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Lan","year":"2020"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2021.10.013"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2022.104144"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2023.120450"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2023.106672"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2023.109776"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2023.106718"}],"container-title":["IEEE Journal of Biomedical and Health Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6221020\/10272722\/10214623.pdf?arnumber=10214623","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,12]],"date-time":"2024-01-12T00:21:58Z","timestamp":1705018918000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10214623\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,10]]},"references-count":55,"journal-issue":{"issue":"10"},"URL":"https:\/\/doi.org\/10.1109\/jbhi.2023.3304376","relation":{},"ISSN":["2168-2194","2168-2208"],"issn-type":[{"value":"2168-2194","type":"print"},{"value":"2168-2208","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,10]]}}}