Machine Learning Prediction of Comorbid Substance Use Disorders among People with Bipolar Disorder

Machine Learning Prediction of Comorbid Substance Use Disorders among People with Bipolar Disorder

Substance use disorder (SUD) is a common comorbidity in individuals with bipolar disorder (BD), and it is associated with a severe course of illness, making early identification of the risk factors for SUD in BD warranted. We aimed to identify, through machine-learning models, the factors associated...

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Bibliographic Details
Main Authors: Vincenzo Oliva, Michele De Prisco, Maria Teresa Pons-Cabrera, Pablo Guzmán, Gerard Anmella, Diego Hidalgo-Mazzei, Iria Grande, Giuseppe Fanelli, Chiara Fabbri, Alessandro Serretti, Michele Fornaro, Felice Iasevoli, Andrea de Bartolomeis, Andrea Murru, Eduard Vieta, Giovanna Fico
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Journal of Clinical Medicine
Subjects:
bipolar disorder
substance use disorder
cannabis use disorder
alcohol use disorder
machine learning
Online Access:https://www.mdpi.com/2077-0383/11/14/3935

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https://www.mdpi.com/2077-0383/11/14/3935

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