Detecting schizophrenia, bipolar disorder, psychosis vulnerability and major depressive disorder from 5 minutes of online-collected speech

Psychosis poses substantial social and healthcare burdens. The analysis of speech is a promising approach for the diagnosis and monitoring of psychosis, capturing symptoms like thought disorder and flattened affect. Recent advancements in Natural Language Processing (NLP) methodologies enable the au...

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Bibliographic Details
Published in:	Translational psychiatry Vol. 15; no. 1; pp. 241 - 13
Main Authors:	Olah, Julianna, Wong, Win Lee Edwin, Chaudhry, Atta-ul Raheem Rana, Mena, Omar, Tang, Sunny X.
Format:	Journal Article
Language:	English
Published:	London Nature Publishing Group UK 12.07.2025 Nature Publishing Group
Subjects:	692/53/2421 692/699/476/1799 9/10 Adult Behavioral Sciences Biological Psychology Biomarkers Bipolar disorder Bipolar Disorder - diagnosis Case-Control Studies Depressive Disorder, Major - diagnosis Female Humans Machine Learning Male Medicine Medicine & Public Health Mental depression Mental disorders Middle Aged Natural Language Processing Neurosciences Pharmacotherapy Psychiatry Psychosis Psychotic Disorders - diagnosis Questionnaires Schizoaffective disorder Schizophrenia Schizophrenia - diagnosis Speech Young Adult
ISSN:	2158-3188, 2158-3188
Online Access:	Get full text
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