{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,21]],"date-time":"2026-05-21T17:13:18Z","timestamp":1779383598435,"version":"3.53.1"},"reference-count":50,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"InnoHK Project through the Hong Kong Centre for Cerebro-cardiovascular Health Engineering"},{"DOI":"10.13039\/100007567","name":"City University of Hong Kong","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100007567","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Biomed. Health Inform."],"published-print":{"date-parts":[[2026,1]]},"DOI":"10.1109\/jbhi.2025.3593388","type":"journal-article","created":{"date-parts":[[2025,7,28]],"date-time":"2025-07-28T19:50:36Z","timestamp":1753732236000},"page":"676-687","source":"Crossref","is-referenced-by-count":4,"title":["PDSNet: Patient-Disease Dual Spatial Similarity Neural Networks for Predicting Heart Failure Risk Using Short Electronic Health Records"],"prefix":"10.1109","volume":"30","author":[{"ORCID":"https:\/\/orcid.org\/0009-0002-0270-2025","authenticated-orcid":false,"given":"Liangyi","family":"Lyu","sequence":"first","affiliation":[{"name":"Department of Electrical Engineering, City University of Hong Kong, Hong Kong, SAR, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-0515-5614","authenticated-orcid":false,"given":"Han","family":"Zhu","sequence":"additional","affiliation":[{"name":"Academy of Interdisciplinary Studies, Hong Kong University of Science and Technology, Hong Kong, SAR, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8024-8804","authenticated-orcid":false,"given":"Hanjie","family":"Chen","sequence":"additional","affiliation":[{"name":"Department of Electronic Engineering, the Chinese University of Hong Kong, Hong Kong, SAR, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3780-9033","authenticated-orcid":false,"given":"Jiandong","family":"Zhou","sequence":"additional","affiliation":[{"name":"Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, SAR, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4808-2490","authenticated-orcid":false,"given":"Rosa H. M.","family":"Chan","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering, City University of Hong Kong, Hong Kong, SAR, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9139-8955","authenticated-orcid":false,"given":"Lei","family":"Lu","sequence":"additional","affiliation":[{"name":"School of Life Course &amp; Population Sciences, King&#x2019;s College London, London, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2024.3378843"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1093\/cvr\/cvac013"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.jacc.2006.07.007"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1093\/jamia\/ocw112"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1093\/ehjdh\/ztae014"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.jchf.2022.05.010"},{"key":"ref7","first-page":"331","article-title":"Phenotyping with prior knowledge using patient similarity","volume-title":"Proc. 5th Mach. Learn. Healthcare Conf.,","volume":"126","author":"Rahman","year":"2020"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/S2589-7500(23)00065-1"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2022.3148820"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-023-43715-z"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2024.102900"},{"key":"ref12","first-page":"4171","article-title":"BERT: Pre-training of deep bidirectional transformers for language understanding","volume-title":"Proc. Conf. North Amer. Chapter Assoc. Comput. Linguistics: Hum. Lang. Technol.","author":"Devlin","year":"2019"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbi.2024.104605"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-021-00455-y"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.jpainsymman.2024.05.015"},{"key":"ref16","first-page":"239","article-title":"CEHR-BERT: Incorporating temporal information from structured EHR data to improve prediction tasks","volume-title":"Proc. Mach. Learn. Health","author":"Pang","year":"2021"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-020-62922-y"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2022.3224727"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1093\/bib\/bbab340"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.3390\/bs13030243"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbi.2024.104616"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2020.3004143"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1155\/2022\/2389560"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/BigData50022.2020.9377795"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2022.106245"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/3097983.3098126"},{"key":"ref27","first-page":"4552","article-title":"MiME: Multilevel medical embedding of electronic health records for predictive healthcare","volume-title":"Proc. 32nd Int. Conf. Neural Inf. Process. Syst.","author":"Choi","year":"2018"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2019.8852429"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/BigData50022.2020.9378420"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.2174\/1573403X16999201210200342"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.biopha.2020.110230"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1038\/sdata.2016.35"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-019-0103-9"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1186\/s12913-020-05207-4"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1002\/j.2040-4603.2016.tb00669.x"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1136\/bmj.n461"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1093\/bib\/bbac266"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2021\/486"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.2978386"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-811552-7.00003-1"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2023.3327025"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-023-30657-1"},{"key":"ref44","first-page":"1","article-title":"Retain: An interpretable predictive model for healthcare using reverse time attention mechanism","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"29","author":"Choi","year":"2016,"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2016.2633963"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1145\/3097983.3098088"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1001\/jamacardio.2022.2213"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1007\/s10741-020-09987-z"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-021-01964-2"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.amjcard.2009.10.007"}],"container-title":["IEEE Journal of Biomedical and Health Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6221020\/11338775\/11098655.pdf?arnumber=11098655","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,12]],"date-time":"2026-01-12T22:02:10Z","timestamp":1768255330000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11098655\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,1]]},"references-count":50,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/jbhi.2025.3593388","relation":{},"ISSN":["2168-2194","2168-2208"],"issn-type":[{"value":"2168-2194","type":"print"},{"value":"2168-2208","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,1]]}}}