Article
From Mood Episodes to Digital Signatures: Passive and Active Phenotyping of Bipolar Disorder Over Time.
The International journal of social psychiatry - 1 Sept 2026
Torales Julio, O'Higgins Marcelo, Barrios Iván, Ventriglio Antonio, Castaldelli-Maia João Mauricio, Smith Alexander, Liebrenz Michael
Abstract excerpt
BACKGROUND: Digital phenotyping has emerged as a promising approach to capture real-time behavioral and physiological data in individuals with bipolar disorder (BD). By integrating passive and active data streams, this approach may enable the identification of dynamic patterns associated with mood instability. However, the conceptual integration of these data into clinically meaningful digital signatures remains...
Read the complete abstract on PubMedTopics
- Humans
- Bipolar Disorder
- Digital Health
- Phenotype
- Machine Learning
- Affect