Dynamic time warp analysis of individual symptom trajectories in individuals with bipolar disorder.

Rahele Mesbah Manja A KoendersA T SpijkerM de LeeuwA M van HemertE J Giltay

Published in: Bipolar disorders (2023)

Dynamic Time Warp may help to capture meaningful BD symptom interactions from panel data with sparse observations. It may increase insight into the temporal dynamics of symptoms, as those with high out-strength (rather than high in-strength) could be promising targets for intervention.

Keyphrases

bipolar disorder
randomized controlled trial
major depressive disorder
electronic health record
depressive symptoms
big data
artificial intelligence
machine learning