# Enhancing Predictive Accuracy of Mood Symptoms Using Wearable Devices and Machine Learning in Bipolar Disorder

**Authors:** P Keerthana Nair, Priyanka Renita D'Souza

PMC · DOI: 10.2196/92172 · 2026-03-12

## Full-text entities

- **Diseases:** Mood Symptoms (MESH:D019964), Bipolar Disorder (MESH:D001714)

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Source: https://tomesphere.com/paper/PMC12981629