APS

2023 APS Annual Convention

Smartphones, Wearables, and Video Recordings: Digital Phenotyping in Psychotherapy Improves Prediction of Symptom Severity

Friday, May 26, 2023 · Washington, DC

Oral · Clinical Science

This symposium will explore how incorporating technology-based approaches, such as smartphone and wearable data and video recordings, can enhance the diagnosis and assessment of psychological disorders and improve treatment outcomes. By going beyond self-report data, these methods hold promise for providing more accurate and comprehensive assessments of symptom severity.

Chairs & Discussants

  • Brian SchwartzChair
    Trier University

Presentations

  1. Outcome Prediction in Psychological Therapy with Continuous Time Dynamic Modeling of Digitally Assessed Phenotyping ParametersMiriam Hehlmann
  2. Using Artificial Intelligence and Wearable Sensors to Accurately Predict Symptom Severity of Generalized Anxiety Disorder through Digital Phenotyping in Daily LifeNicholas Jacobson
  3. Measurement and Prediction Accuracy of the Non-Verbal Behavior Analyzer (NOVA): Comparing Strategies for Training Emotional Valence and Arousal ModelsBrian Schwartz
  4. Inference of Clinician-Reported Depression and Anxiety Severity Using Multimodal Digital Biomarkers: An in-the-Wild Telehealth ApplicationKatie Aafjes-van Doorn