Screening for bipolar disorder in a tertiary mental health centre using EarlyDetect: A machine learning-based pilot study

Background: : Bipolar disorder (BD) is a prevalent mental health illness with a direct impact on patient's well-being. Self-report-based BD screening questionnaires such as the Mood Disorder Questionnaire (MDQ) is economical and clinically validated. We use a machine-learning approach to test w...

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Bibliographic Details
Main Authors: Yang S. Liu, Stefani Chokka, Bo Cao, Pratap R. Chokka
Format: Article
Language:English
Published: Elsevier 2021-12-01
Series:Journal of Affective Disorders Reports
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2666915321001414