Novel ensemble method for the prediction of response to fluvoxamine treatment of obsessive-compulsive disorder

• Published in: Neuropsychiatric disease and treatment Vol. 14; pp. 2027 - 2038
• Main Authors: Hasanpour, Hesam, Ghavamizadeh Meibodi, Ramak, navi, Keivan, asadi, Sareh
• Format: Journal Article
• Language: English
• Published: New Zealand Dove Medical Press Limited 01.01.2018; Taylor & Francis Ltd; Dove Medical Press
• Subjects: Algorithms; Artificial intelligence; Attribute bagging; Brain research; Cardiovascular disease; Classification; Contamination; Data mining; Development and progression; Diagnosis; Drug dosages; Drug therapy; Ensemble classification; Fluvoxamine; Hoarding disorder; Learning; Mental disorders; Methods; Neuroses; Obsessive compulsive disorder; Original Research; Psychiatry; Sexual addiction; Sexual obsession; Studies; Treatment predictors; Iran; treatment predictors; attribute bagging; ensemble classification; sexual obsession; fluvoxamine; obsessive–compulsive disorder; contamination

About 30% of obsessive-compulsive disorder (OCD) patients exhibit an inadequate response to pharmacotherapy. The detection of clinical variables associated with treatment response may result in achievement of remission in shorter period, preventing illness development and reducing socioeconomic cost...