APS

2024 APS Annual Convention

Digital Biomarkers of Stress Disorders: Insights from Audiovisual, Wearables, and Language Data

Sunday, May 26, 2024 · San Francisco, CA

Oral · Methodology

This symposium examines improving stress disorder assessment by leveraging advancements in AI and machine learning. It focuses on three areas: 1) assessing posttraumatic stress through audiovisual markers; 2) detecting stress responses via sensor-based wearables; 3) using Large Language Models for diagnostics. Ethical, privacy, and patient monitoring issues will be discussed.

Chairs & Discussants

  • Matteo MalgaroliChair
    NYU School of Medicine Department of Psychiatry

Presentations

  1. Digital Biomarkers for Diagnosis and Risk Stratification of Stress Pathologies and Neurocognitive Disorders: A Focus on Real-World ApplicationKatharina Schultebraucks
  2. Remote Measurement of Autonomic Arousal in Real-World Settings: Ensembles of Physiological Signals for Stress DetectionSamy Abdel-Ghaffar
  3. Harnessing Large Language Models for Assessment and Physiological Analysis of Stress DisordersIsaac Galatzer-Levy