J Psychiatr Res 2021 09 16;141:370-377. Epub 2021 Jul 16.
Department of Population Health Sciences, 610 Walnut Street, 707 WARF Building, University of Wisconsin, Madison, WI, 53706, USA; Department of Mathematics, Van Vleck Hall, 480 Lincoln Drive, University of Wisconsin, Madison, WI, 53706, USA. Electronic address:
Many of the existing models of mood in bipolar disorder can largely be divided into two camps, tracking mood as either a discrete or continuous variable. Both groups rely upon certain assumptions, with most considering only aggregate scores on clinical instruments. In this study, we propose a novel framework that combines elements from both discrete and continuous mood models, using a machine learning pipeline to detect subtle patterns across individuals. Read More