Predominant polarity classification and associated clinical variables in bipolar disorder: A machine learning approach

Author:

Belizario Gabriel Okawa,Junior Renato Gomes Borges,Salvini RogerioORCID,Lafer BenyORCID,Dias Rodrigo da SilvaORCID

Publisher

Elsevier BV

Subject

Psychiatry and Mental health,Clinical Psychology

Reference22 articles.

1. Diagnostic and Statistical Manual of Mental Disorders,2013

2. Predominant polarity in bipolar disorders: further evidence for the role of affective temperaments;Azorin;J. Affect. Disord.,2015

3. Cognitive impairments and predominant polarity in bipolar disorder: a cross-sectional study;Belizario;Int. J. Bipolar Disord.,2017

4. Predominant recurrence polarity among 928 adult international bipolar I disorder patients;Baldessarini;Acta Psychiatrica Scandinavica,2012

5. Machine Learning for Precision Psychiatry: Opportunities and Challenges;Bzdok;Biol. Psychiatry Cogn. Neurosci. Neuroimaging.,2018

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4. Predominant polarity in bipolar affective disorder and its impact on cognition and quality of life;Indian Journal of Psychiatry;2023-06

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