Automated Speech Analysis in Bipolar Disorder: the CALIBER Study Protocol and Preliminary Results

Gerard Anmella,Michele De Prisco,Jeremiah B. Joyce,Claudia Valenzuela-Pascual,Ariadna Mas-Musons,Vincenzo Oliva,Giovanna Fico, George Chatzisofroniou, Sanjeev Mishra, Majd Al-Soleiti,Filippo Corponi,Anna Gimenez-Palomo,Laura Montejo, Meritxell Gonzalez-Campos,Dina Popovic,Isabella Pacchiarotti,Marc Valenti,Myriam Cavero,Lluc Colomer,Iria Grande,Antoni Benabarre,Cristian-Daniel Llach,Joaquim Radua,Melvin Mcinnis,Diego Hidalgo-Mazzei,Mark A. Frye,Andrea Murru,Eduard Vieta

JOURNAL OF CLINICAL MEDICINE（2024）

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Key words

bipolar disorder,speech analysis,natural language processing,predictive models,acoustic properties,language content,emotional profiles,diagnosis,precision psychiatry,global speech cohort

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