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Voice analyses using smartphone-based data in patients with bipolar disorder, unaffected relatives and healthy control individuals, and during different affective states

Abstract Background Voice features have been suggested as objective markers of bipolar disorder (BD). Aims To investigate whether voice features from naturalistic phone calls could discriminate between (1) BD, unaffected first-degree relatives (UR) and healthy control individuals (HC); (2) affective...

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Furkejuvvon:
Váldodahkkit: Maria Faurholt-Jepsen, Darius Adam Rohani, Jonas Busk, Maj Vinberg, Jakob Eyvind Bardram, Lars Vedel Kessing
Materiálatiipa: Artigo
Giella:Inglês
Almmustuhtton: SpringerOpen 2021-12-01
Ráidu:International Journal of Bipolar Disorders
Fáttát:
Voice analysis
Classification
Random Forest
Bipolar disorder
openSMILE
Liŋkkat:https://doi.org/10.1186/s40345-021-00243-3
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