{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,14]],"date-time":"2026-04-14T06:08:55Z","timestamp":1776146935876,"version":"3.50.1"},"reference-count":18,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,6,27]],"date-time":"2025-06-27T00:00:00Z","timestamp":1750982400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,6,27]],"date-time":"2025-06-27T00:00:00Z","timestamp":1750982400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,6,27]]},"DOI":"10.1109\/icbet66094.2025.11470190","type":"proceedings-article","created":{"date-parts":[[2026,4,13]],"date-time":"2026-04-13T19:35:01Z","timestamp":1776108901000},"page":"26-30","source":"Crossref","is-referenced-by-count":0,"title":["EMPM: Depression Identification Based on Ensemble Learning of Multiple Pre-Trained Models"],"prefix":"10.1109","author":[{"given":"Jihong","family":"Wang","sequence":"first","affiliation":[{"name":"The School of Computer Science, Guangdong University of Education,Guangzhou,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jiaying","family":"Lin","sequence":"additional","affiliation":[{"name":"The School of Computer Science, Guangdong University of Education,Guangzhou,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jiayi","family":"Chen","sequence":"additional","affiliation":[{"name":"The School of Computer Science, Guangdong University of Education,Guangzhou,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yulei","family":"Lu","sequence":"additional","affiliation":[{"name":"The School of Computer Science, Guangdong University of Education,Guangzhou,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qi","family":"Wen","sequence":"additional","affiliation":[{"name":"The School of Computer Science, Guangdong University of Education,Guangzhou,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaodan","family":"Wang","sequence":"additional","affiliation":[{"name":"The School of Pharmaceutical Chemistry and Chemical Engineering Guangdong, Pharmaceutical University,Zhongshan,Guangdong,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ruqi","family":"Zhou","sequence":"additional","affiliation":[{"name":"The School of Computer Science, Guangdong University of Education,Guangzhou,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jun","family":"Xu","sequence":"additional","affiliation":[{"name":"The School of Computer Science, Guangdong University of Education,Guangzhou,China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","article-title":"Depression and other common mental disorders: global health estimates","volume-title":"Tech. rep., World Health Organization","author":"Organization","year":"2017"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-17299-1_2641"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1093\/occmed\/kqv087"},{"key":"ref4","first-page":"p363","article-title":"Center for epidemiologic studies depression scale: Review and revision","author":"Eaton","year":"2004","journal-title":"The use of psychological testing for treatment planning and outcomes assessment"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.21275\/v5i4.NOV162724"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/SPICSCON48833.2019.9065101"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.3301110"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1080\/12460125.2020.1859745"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2022\/725"},{"key":"ref10","article-title":"Text-based depression detection: What triggers an alert","author":"Dinkel","year":"2019","journal-title":"arXiv preprint"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2022.ltedi-1.40"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2022.107503"},{"key":"ref13","article-title":"Bert: Pre-training of deep bidirectional transformers for language understanding","author":"Devlin","year":"2018","journal-title":"arXiv preprint"},{"key":"ref14","article-title":"Distilbert, a distilled version of bert: smaller, faster, cheaper and lighter","author":"Sanh","year":"2019","journal-title":"arXiv preprint"},{"key":"ref15","article-title":"Roberta: A robustly optimized bert pre-training approach","author":"Liu","year":"1997","journal-title":"arXiv preprint"},{"key":"ref16","article-title":"Deberta: Decoding-enhanced bert with disentangled attention","author":"He","year":"2020","journal-title":"arXiv preprint"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.emnlp-demos.2"},{"key":"ref18","article-title":"Xlnet: Generalized autoregressive pretraining for language understanding","volume":"32","author":"Yang","year":"2019","journal-title":"Advances in neural information processing systems"}],"event":{"name":"2025 15th International Conference on Biomedical Engineering and Technology (ICBET)","location":"Jeju Island, Korea, Republic of","start":{"date-parts":[[2025,6,27]]},"end":{"date-parts":[[2025,6,30]]}},"container-title":["2025 15th International Conference on Biomedical Engineering and Technology (ICBET)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11468340\/11469811\/11470190.pdf?arnumber=11470190","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,14]],"date-time":"2026-04-14T05:30:35Z","timestamp":1776144635000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11470190\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6,27]]},"references-count":18,"URL":"https:\/\/doi.org\/10.1109\/icbet66094.2025.11470190","relation":{},"subject":[],"published":{"date-parts":[[2025,6,27]]}}}