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Ana Maria Menezes

McMaster University

1280 Main Street West

Hamilton, Ontario L8S 4M4 L8S4L8

Canada

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Early Detection of Bipolar Disorder Four Years Before Onset in a 22-Year Population-Based Birth Cohort Using Advanced Machine Learning Techniques

Number of pages: 28 Posted: 07 Apr 2020
Francisco Diego Rabelo-da-Ponte, Jacson Gabriel Feiten, Benson Mwangi, Fernando C. Barros, Fernando C. Wehrmeister, Ana Maria Menezes, Flávio Kapczinski, Ives Cavalcante Passos and Mauricio Kunz
Hospital de Porto Alegre - Molecular Psychiatry Laboratory, Hospital de Porto Alegre - Molecular Psychiatry Laboratory, University of Texas at Houston - Health Science Center at Houston (UTHealth), Federal University of Pelotas (UFPel) - Postgraduate Program in Epidemiology, Federal University of Pelotas (UFPel) - International Center for Equity in Health (ICEH), McMaster University, McMaster University, Universidade Federal do Rio Grande do Sul (UFRGS) - Bipolar Disorder Program and Hospital de Porto Alegre - Molecular Psychiatry Laboratory
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Abstract:

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bipolar disorder; machine learning; Prediction; illness progression