{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2023,11,10]],"date-time":"2023-11-10T00:36:30Z","timestamp":1699576590399},"reference-count":0,"publisher":"Association for the Advancement of Artificial Intelligence (AAAI)","issue":"1","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["AAAI-SS"],"abstract":"<jats:p>Depression is a major societal issue. However, depression can be hard to self-diagnose, and people suffering from depression often hesitate to consult with professionals. We discuss the design and initial testings of our prototype application that performs depression detection using multi-modal information such as questionnaires, speech, and face landmarks. The application has an animated avatar ask questions concerning the users\u2019 well-being. To perform screening, we opt for a 2-stage method which first predicts individual HAM-D ratings for better explainability, which may help facilitate the referral process to medical professionals if required. Initial results show that our system archives 0.85 Marco-F1 for the depression detection task.<\/jats:p>","DOI":"10.1609\/aaaiss.v1i1.27465","type":"journal-article","created":{"date-parts":[[2023,11,9]],"date-time":"2023-11-09T21:07:04Z","timestamp":1699564024000},"page":"2-6","source":"Crossref","is-referenced-by-count":0,"title":["An Application for Mental Health Monitoring Using Facial, Voice, and Questionnaire Information"],"prefix":"10.1609","volume":"1","author":[{"given":"Suphalerk","family":"Boonvitchaikul","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Napat","family":"Cheetanom","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tagon","family":"Sompong","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jirapat","family":"Sununtnasuk","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Siri","family":"Thammarerkrit","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pattaraporn","family":"Pongpanatapipat","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Punnaphoj","family":"Aeuepalisa","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ananya","family":"Kuasakunrungroj","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chatavut","family":"Viriyasuthee","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Patawee","family":"Prakrankamanant","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sorawit","family":"Wainipitapong","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ekapol","family":"Chuangsuwanich","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"9382","published-online":{"date-parts":[[2023,10,3]]},"container-title":["Proceedings of the AAAI Symposium Series"],"original-title":[],"link":[{"URL":"https:\/\/ojs.aaai.org\/index.php\/AAAI-SS\/article\/download\/27465\/27238","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/ojs.aaai.org\/index.php\/AAAI-SS\/article\/download\/27465\/27238","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,9]],"date-time":"2023-11-09T21:07:04Z","timestamp":1699564024000},"score":1,"resource":{"primary":{"URL":"https:\/\/ojs.aaai.org\/index.php\/AAAI-SS\/article\/view\/27465"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,10,3]]},"references-count":0,"journal-issue":{"issue":"1","published-online":{"date-parts":[[2023,10,3]]}},"URL":"https:\/\/doi.org\/10.1609\/aaaiss.v1i1.27465","relation":{},"ISSN":["2994-4317"],"issn-type":[{"value":"2994-4317","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,10,3]]}}}