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An Overview of Bipolar Disorder Diagnosis Using Machine Learning Approaches: Clinical Opportunities and Challenges

Objective: Automatic diagnosis of psychiatric disorders such as bipolar disorder (BD) through machine learning techniques has attracted substantial attention from psychiatric and artificial intelligence communities. These approaches mostly rely on various biomarkers extracted from electroencephalogr...

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Detalles Bibliográficos
Autores principales: Campos-Ugaz, Walter Antonio, Palacios Garay, Jessica Paola, Rivera-Lozada, Oriana, Alarcón Diaz, Mitchell Alberto, Fuster-Guillén, Doris, Tejada Arana, Arístides Alfonso
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Psychiatry & Psychology Research Center, Tehran University of Medical Sciences 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10293694/
https://www.ncbi.nlm.nih.gov/pubmed/37383968
http://dx.doi.org/10.18502/ijps.v18i2.12372