TY - GEN AU - Belizario,Gabriel Okawa AU - Junior,Renato Gomes Borges AU - Salvini,Rogerio AU - Lafer,Beny AU - Dias,Rodrigo da Silva TI - Predominant polarity classification and associated clinical variables in bipolar disorder: A machine learning approach SN - 1573-2517 PY - 2019///0409 KW - Adult KW - Age Factors KW - Alcoholism KW - psychology KW - Algorithms KW - Area Under Curve KW - Bipolar Disorder KW - classification KW - Cohort Studies KW - Cross-Sectional Studies KW - Delusions KW - Demography KW - Feeding and Eating Disorders KW - Female KW - Hallucinations KW - Hospitalization KW - statistics & numerical data KW - Humans KW - Machine Learning KW - Male KW - Middle Aged KW - ROC Curve KW - Substance-Related Disorders KW - Tobacco Use Disorder N1 - Publication Type: Journal Article; Research Support, Non-U.S. Gov't UR - https://doi.org/10.1016/j.jad.2018.11.051 ER -