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Related Experiment Video

Updated: Aug 6, 2025

Dynamic Digital Biomarkers of Motor and Cognitive Function in Parkinson's Disease

Dynamic Digital Biomarkers of Motor and Cognitive Function in Parkinson's Disease

Published on: July 24, 2019

Objective Prediction of Next-Day's Affect Using Multimodal Physiological and Behavioral Data: Algorithm Development

Salar Jafarlou¹, Jocelyn Lai², Iman Azimi^1,3

¹Donald Bren School of Information and Computer Sciences, University of California, Irvine, Irvine, CA, United States.

JMIR Formative Research

|March 15, 2023

Summary

This summary is machine-generated.

This study shows that wearable sensors can accurately predict positive and negative affect using machine learning. Sleep and activity data are key predictors for mood forecasting.

Failed At:

2026-06-19T13:40:01.097182+00:00

Keywords:

affective computing mental health wearable devices

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