Forecasting Mood in Bipolar Disorder From Smartphone Self-assessments: Hierarchical Bayesian Approach.
Jonas BuskMaria Faurholt-JepsenMads FrostJakob Eyvind BardramLars Vedel KessingOle WintherPublished in: JMIR mHealth and uHealth (2020)
Our proposed method can forecast mood for several days with low error compared with common baseline methods. The applicability of a mood forecast in the clinical treatment of bipolar disorder has also been discussed.