{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,26]],"date-time":"2026-06-26T01:23:48Z","timestamp":1782437028876,"version":"3.54.5"},"reference-count":30,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2021,4,1]],"date-time":"2021-04-01T00:00:00Z","timestamp":1617235200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,4,1]],"date-time":"2021-04-01T00:00:00Z","timestamp":1617235200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,4,1]],"date-time":"2021-04-01T00:00:00Z","timestamp":1617235200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000050","name":"National Heart, Lung, and Blood Institute","doi-asserted-by":"publisher","award":["R01HL141773"],"award-info":[{"award-number":["R01HL141773"]}],"id":[{"id":"10.13039\/100000050","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Biomed. Health Inform."],"published-print":{"date-parts":[[2021,4]]},"DOI":"10.1109\/jbhi.2020.3004072","type":"journal-article","created":{"date-parts":[[2020,6,22]],"date-time":"2020-06-22T21:23:53Z","timestamp":1592861033000},"page":"1265-1272","source":"Crossref","is-referenced-by-count":49,"title":["HCET: Hierarchical Clinical Embedding With Topic Modeling on Electronic Health Records for Predicting Future Depression"],"prefix":"10.1109","volume":"25","author":[{"given":"Yiwen","family":"Meng","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"William","family":"Speier","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Michael","family":"Ong","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Corey W.","family":"Arnold","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref30","article-title":"BERT: Pre-training of deep bidirectional transformers for language understanding","author":"devlin","year":"2018"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.2105\/AJPH.93.4.635"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1136\/amiajnl-2014-002733"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.5888\/pcd12.150047"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/BigData.2015.7364054"},{"key":"ref14","first-page":"301","article-title":"Doctor AI: Predicting clinical events via recurrent neural networks","volume":"56","author":"choi","year":"2016","journal-title":"Proc Mach Learn Healthcare"},{"key":"ref15","first-page":"3504","article-title":"RETAIN: An interpretable predictive model for healthcare using reverse time attention mechanism","author":"choi","year":"2016","journal-title":"Adv Neural Inf Process Syst 29 (NIPS 2016)"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3219904"},{"key":"ref17","first-page":"1","article-title":"Clinical intervention prediction and understanding using deep networks","author":"suresh","year":"2017"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611975321.34"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.3928\/0048-5713-20020901-06"},{"key":"ref28","first-page":"1321","article-title":"On calibration of modern neural networks","author":"guo","year":"0","journal-title":"Proc 34th Int Conf Mach Learn"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.2147\/RMHP.S12985"},{"key":"ref27","first-page":"1","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"0","journal-title":"Proc 3rd Int Conf Learn Representations"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbi.2017.04.001"},{"key":"ref6","first-page":"1","article-title":"Deep patient: An unsupervised representation to predict the future of patients from the electronic health records","volume":"6","author":"miotto","year":"2016","journal-title":"Sceintific Rep"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2019.2922178"},{"key":"ref5","first-page":"4547","article-title":"Mime: Multilevel medical embedding of electronic health records for predictive healthcare","author":"choi","year":"2018","journal-title":"Adv Neural Inf Process Syst 31 (NIPS 2018)"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1176\/ps.2009.60.11.1460"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/S0140-6736(18)32279-7"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1093\/jamia\/ocw112"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/S0140-6736(09)60879-5"},{"key":"ref1","first-page":"1","article-title":"Learning to diagnose with LSTM recurrent neural networks","author":"lipton","year":"0","journal-title":"Proc 4th Int Conf Learn Representations ICLR 2016 &#x2013; Conf Track Proc"},{"key":"ref20","first-page":"3111","article-title":"Distributed representations of words and phrases and their compositionality","author":"mikolov","year":"2013","journal-title":"Adv Neural Inf Process Syst"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2015.10.014"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/3097983.3098126"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1161\/CIRCOUTCOMES.110.939371"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbi.2016.04.005"},{"key":"ref26","first-page":"770","article-title":"Deep residual learning for image recognition Kaiming","author":"kaiming he","year":"2016","journal-title":"Proc IEEE Conf Comput Vision Pattern Recognit"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/2484028.2484177"}],"container-title":["IEEE Journal of Biomedical and Health Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6221020\/9395648\/09122394.pdf?arnumber=9122394","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T14:53:26Z","timestamp":1652194406000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9122394\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,4]]},"references-count":30,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/jbhi.2020.3004072","relation":{},"ISSN":["2168-2194","2168-2208"],"issn-type":[{"value":"2168-2194","type":"print"},{"value":"2168-2208","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,4]]}}}