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Therefore, the capacity of home monitoring for patients with this disorder is crucial for their quality of life. The current paper introduces the use of speech-based information as an easy-to-record, ubiquitous and non-intrusive health sensor suitable for home monitoring, and its application in the framework on the NYMPHA-MD project. Some preliminary results also show the potential of acoustic and prosodic features to detect and classify bipolar disorder, by predicting the values of the Hamilton Depression Rating Scale (HDRS) and the Young Mania Rating Scale (YMRS) from speech.<\/jats:p>","DOI":"10.1177\/1460458220972755","type":"journal-article","created":{"date-parts":[[2021,1,14]],"date-time":"2021-01-14T22:01:00Z","timestamp":1610661660000},"update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":16,"title":["Acoustic and prosodic information for home monitoring of bipolar disorder"],"prefix":"10.1177","volume":"27","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7160-9513","authenticated-orcid":false,"given":"Mireia","family":"Farr\u00fas","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Joan","family":"Codina-Filb\u00e0","sequence":"additional","affiliation":[{"name":"Universitat Pompeu Fabra, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Joan","family":"Escudero","sequence":"additional","affiliation":[{"name":"Pulso Ediciones SL, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2021,1,13]]},"reference":[{"key":"bibr1-1460458220972755","doi-asserted-by":"publisher","DOI":"10.1093\/med\/9780190908096.001.0001"},{"key":"bibr2-1460458220972755","doi-asserted-by":"publisher","DOI":"10.1016\/j.jad.2011.12.049"},{"key":"bibr3-1460458220972755","volume-title":"Manic-depressive illness: bipolar disorders and recurrent depression","volume":"1","author":"Goodwin FK","year":"2017"},{"key":"bibr4-1460458220972755","doi-asserted-by":"publisher","DOI":"10.1016\/S0193-953X(03)00106-0"},{"key":"bibr5-1460458220972755","volume-title":"Bipolar disorder. 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