Smartphone accelerometer data as a proxy for clinical data in modeling of bipolar disorder symptom trajectory

Abstract Being able to track and predict fluctuations in symptoms of mental health disorders such as bipolar disorder outside the clinic walls is critical for expanding access to care for the global population. To that end, we analyze a dataset of 291 individuals from a smartphone app targeted at bi...

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Bibliographic Details
Main Authors: Casey C. Bennett, Mindy K. Ross, EuGene Baek, Dohyeon Kim, Alex D. Leow
Format: Article
Language:English
Published: Nature Portfolio 2022-12-01
Series:npj Digital Medicine
Online Access:https://doi.org/10.1038/s41746-022-00741-3