{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,12]],"date-time":"2026-02-12T13:44:39Z","timestamp":1770903879754,"version":"3.50.1"},"reference-count":49,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"8","license":[{"start":{"date-parts":[[2024,8,1]],"date-time":"2024-08-01T00:00:00Z","timestamp":1722470400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,8,1]],"date-time":"2024-08-01T00:00:00Z","timestamp":1722470400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,8,1]],"date-time":"2024-08-01T00:00:00Z","timestamp":1722470400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"National Key Research and Development Program of China","award":["2019YFA0706200"],"award-info":[{"award-number":["2019YFA0706200"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62227807"],"award-info":[{"award-number":["62227807"]}],"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":["62372217"],"award-info":[{"award-number":["62372217"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Fundamental Research Funds for Central Universities","award":["lzujbky-2022-kb12"],"award-info":[{"award-number":["lzujbky-2022-kb12"]}]},{"name":"Supercomputing Center of Lanzhou University"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Biomed. Health Inform."],"published-print":{"date-parts":[[2024,8]]},"DOI":"10.1109\/jbhi.2024.3393244","type":"journal-article","created":{"date-parts":[[2024,4,24]],"date-time":"2024-04-24T17:30:43Z","timestamp":1713979843000},"page":"4925-4936","source":"Crossref","is-referenced-by-count":6,"title":["Stimulus-Response Patterns: The Key to Giving Generalizability to Text-Based Depression Detection Models"],"prefix":"10.1109","volume":"28","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8401-9056","authenticated-orcid":false,"given":"Zhenyu","family":"Liu","sequence":"first","affiliation":[{"name":"Gansu Provincial Key Laboratory of Wearable Computing, School of Information Science and Engineering, Lanzhou University, Lanzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-3244-5070","authenticated-orcid":false,"given":"Yang","family":"Wu","sequence":"additional","affiliation":[{"name":"Gansu Provincial Key Laboratory of Wearable Computing, School of Information Science and Engineering, Lanzhou University, Lanzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-1352-7567","authenticated-orcid":false,"given":"Haibo","family":"Zhang","sequence":"additional","affiliation":[{"name":"Gansu Provincial Key Laboratory of Wearable Computing, School of Information Science and Engineering, Lanzhou University, Lanzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gang","family":"Li","sequence":"additional","affiliation":[{"name":"Tianshui Third People's Hospital, Tianshui, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhijie","family":"Ding","sequence":"additional","affiliation":[{"name":"Tianshui Third People's Hospital, Tianshui, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3514-5413","authenticated-orcid":false,"given":"Bin","family":"Hu","sequence":"additional","affiliation":[{"name":"Gansu Provincial Key Laboratory of Wearable Computing, School of Information Science and Engineering, Lanzhou University, Lanzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","article-title":"Depressive disorder (depression)","year":"2023"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1136\/bmj.i267"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/S0165-0327(01)00413-X"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2023.107702"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/W18-5903"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300364"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.findings-emnlp.337"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2022.acl-long.578"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1126\/science.aab2358"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3223908"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2022.3197981"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.coling-main.603"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-58347-1_10"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.26615\/978-954-452-056-4_025"},{"key":"ref15","first-page":"4171","article-title":"BERT: Pre-training of deep bidirectional transformers for language understanding","volume-title":"Proc. NAACL-HLT","author":"Devlin","year":"2019"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TCSS.2023.3260080"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2023.103417"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2022.102961"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.jad.2020.08.091"},{"key":"ref20","first-page":"7184","article-title":"MentalBERT: Publicly available pretrained language models for mental healthcare","volume-title":"Proc. 13th Lang. Resour. Eval. Conf.","author":"Ji","year":"2022"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.3389\/fpubh.2022.1045777"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.psychres.2016.06.029"},{"key":"ref23","first-page":"137","article-title":"Language models are unsupervised multitask learners","volume-title":"Proc. OSDI04: 6th Symp. Operat. Syst. Des. Implement.","author":"Radford","year":"2019"},{"key":"ref24","first-page":"972","article-title":"HealthPrompt: A zero-shot learning paradigm for clinical natural language processing","volume":"2022","author":"Sivarajkumar","year":"2023","journal-title":"AMIA Annu. Symp. Proc."},{"issue":"140","key":"ref25","first-page":"1","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":"ref26","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-022-00589-7"},{"issue":"4","key":"ref27","doi-asserted-by":"crossref","first-page":"657","DOI":"10.1007\/s10608-019-10001-6","article-title":"#Sad: Twitter content predicts changes in cognitive vulnerability and depressive symptoms","volume":"43","author":"Sasso","year":"2019","journal-title":"Cogn. Ther. Res."},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.2196\/17958"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-15127-0_26"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s13042-017-0697-1"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2973737"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D17-1322"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-65813-1_30"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.clpsych-1.19"},{"key":"ref35","first-page":"1061","article-title":"SimSensei kiosk: A virtual human interviewer for healthcare decision support","volume-title":"Proc. Int. Conf. Auton. Agents Multi-Agent Syst.","author":"DeVault","year":"2014"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.3389\/fpsyt.2022.801301"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/3133944.3133945"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/BESC.2017.8256405"},{"key":"ref39","article-title":"Fengshenbang-lm","year":"2021"},{"key":"ref40","article-title":"RoBERTa: A robustly optimized bert pretraining approach","author":"Liu","year":"2019"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i10.21348"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2909180"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP43922.2022.9746569"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N18-1202"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.2196\/28754"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/p17-1052"},{"key":"ref47","article-title":"CLUECorpus2020: A large-scale chinese corpus for pre-training language model","author":"Xu","year":"2020"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.acl-main.747"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TCSS.2023.3283009"}],"container-title":["IEEE Journal of Biomedical and Health Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6221020\/10625760\/10508081.pdf?arnumber=10508081","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,7]],"date-time":"2024-08-07T05:04:14Z","timestamp":1723007054000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10508081\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,8]]},"references-count":49,"journal-issue":{"issue":"8"},"URL":"https:\/\/doi.org\/10.1109\/jbhi.2024.3393244","relation":{},"ISSN":["2168-2194","2168-2208"],"issn-type":[{"value":"2168-2194","type":"print"},{"value":"2168-2208","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,8]]}}}