Pharmacological treatment profiles in the FACE-BD cohort: An unsupervised machine learning study, applied to a nationwide bipolar cohort✰
Journal of Affective Disorders(2021)
Abstract
•Treatment clusters were formed beyond classical bipolarity subtypes.•Treatments received during the one-year period, either in mono or polytherapy, seemed to further explain the functional evolution of the patients during this one-year follow-up.•The profiles formed according to the treatments seem to group together common patient phenotypes.
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Key words
Bipolar disorder,Maintenance treatment,Mood stabilizers,Unsupervised machine learning,Functioning
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