{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,26]],"date-time":"2026-06-26T01:23:52Z","timestamp":1782437032663,"version":"3.54.5"},"reference-count":42,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2020,3,1]],"date-time":"2020-03-01T00:00:00Z","timestamp":1583020800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,3,1]],"date-time":"2020-03-01T00:00:00Z","timestamp":1583020800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,3,1]],"date-time":"2020-03-01T00:00:00Z","timestamp":1583020800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"NIH","award":["K01ES025445"],"award-info":[{"award-number":["K01ES025445"]}]},{"name":"NIH Loan Repayment"},{"name":"Emory Neuromodulation and Technology Innovation Center"},{"DOI":"10.13039\/100006346","name":"Hope for Depression Research Foundation","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100006346","id-type":"DOI","asserted-by":"publisher"}]},{"name":"NIH BRAIN","award":["UH3NS103550"],"award-info":[{"award-number":["UH3NS103550"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Biomed. Health Inform."],"published-print":{"date-parts":[[2020,3]]},"DOI":"10.1109\/jbhi.2019.2930604","type":"journal-article","created":{"date-parts":[[2019,7,23]],"date-time":"2019-07-23T20:05:12Z","timestamp":1563912312000},"page":"815-824","source":"Crossref","is-referenced-by-count":28,"title":["Classifying Depression Severity in Recovery From Major Depressive Disorder via Dynamic Facial Features"],"prefix":"10.1109","volume":"24","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2025-9736","authenticated-orcid":false,"given":"Sahar","family":"Harati","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Andrea","family":"Crowell","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4364-3199","authenticated-orcid":false,"given":"Yijian","family":"Huang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1672-2716","authenticated-orcid":false,"given":"Helen","family":"Mayberg","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shamim","family":"Nemati","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/BigData.2014.7004391"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/2512530.2512533"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1002\/hup.469"},{"key":"ref32","first-page":"2951","article-title":"Practical Bayesian optimization of machine learning algorithms","author":"snoek","year":"0","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref31","first-page":"1379","article-title":"Joint optimization and variable selection of high-dimensional Gaussian processes","author":"chen","year":"0","journal-title":"Proc 29th Int Conf Mach Learn"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1137\/120863307"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/0377-2217(84)90282-0"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9781107298019"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1093\/gigascience\/gix020"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1097\/YIC.0b013e32821c6189"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/s10919-016-0237-9"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/BF01589116"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.psychres.2013.02.027"},{"key":"ref12","article-title":"Automatic assessment of depression based on visual cues: A systematic review","author":"pampouchidou","year":"2017","journal-title":"IEEE Trans Affective Comput"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ACII.2009.5349358"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICSIPA.2015.7412257"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.nicl.2016.07.012"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/FG.2018.00116"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2017.2676878"},{"key":"ref18","author":"ekman","year":"1997","journal-title":"What the Face Reveals Basic and Applied Studies of Spontaneous Expression Using the Facial Action Coding System"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/FG.2013.6553748"},{"key":"ref28","first-page":"319","article-title":"Expression and the nature of emotion","volume":"3","author":"ekman","year":"1984","journal-title":"Approaches to Emotion"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuron.2005.02.014"},{"key":"ref27","author":"szeliski","year":"2010","journal-title":"Computer Vision Algorithms and Applications"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1136\/jnnp.23.1.56"},{"key":"ref6","doi-asserted-by":"crossref","first-page":"4","DOI":"10.1176\/ajp.154.1.4","article-title":"Psychomotor symptoms of depression","volume":"154","author":"sobin","year":"1997","journal-title":"Amer J Psychiatry"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.89.068102"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.3389\/fnint.2015.00041"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2005.00503.x"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1001\/archpsyc.1986.01800030087009"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1001\/jama.289.23.3095"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.biopsych.2017.02.890"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2016.7591178"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ACII.2013.31"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/2663204.2663274"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/s12193-014-0161-4"},{"key":"ref42","article-title":"Regularized ordinal regression and the ordinalNet R package","author":"wurm","year":"2017"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/s12193-015-0195-2"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.4137\/CIN.S20806"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.imavis.2013.12.007"},{"key":"ref26","article-title":"Tracking of point features","author":"tomasi","year":"1991"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2001.990517"}],"container-title":["IEEE Journal of Biomedical and Health Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6221020\/9025311\/08769961.pdf?arnumber=8769961","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,4,27]],"date-time":"2022-04-27T17:20:00Z","timestamp":1651080000000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8769961\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,3]]},"references-count":42,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/jbhi.2019.2930604","relation":{},"ISSN":["2168-2194","2168-2208"],"issn-type":[{"value":"2168-2194","type":"print"},{"value":"2168-2208","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,3]]}}}