A First Step towards a Clinical Decision Support System for Post-traumatic Stress Disorders. - Sisi Ma; Isaac R. Galatzer-Levy; Xuya Wang; David Fenyö; Arieh Shalev (AMIA, 2016)

Estimation of Clinical Tremor using Spatio-Temporal Adversarial AutoEncoder. - Li Zhang; Vidya Koesmahargyo; Isaac R. Galatzer-Levy (ICPR, 2020)

Direct Classification of Emotional Intensity. - Jacob Ouyang; Isaac R. Galatzer-Levy; Vidya Koesmahargyo; Li Zhang (CoRR, 2020)

Prediction of clinical tremor severity using Rank Consistent Ordinal Regression. - Li Zhang; Vijay Yadav; Vidya Koesmahargyo; Anzar Abbas; Isaac R. Galatzer-Levy (CoRR, 2021)

Remote Digital Measurement of Facial and Vocal Markers of Major Depressive Disorder Severity and Treatment Response: A Pilot Study. - Anzar Abbas; Colin L. Sauder; Vijay Yadav; Vidya Koesmahargyo; Allison Aghjayan; Serena Marecki; Miriam Evans; Isaac R. Galatzer-Levy (Frontiers Digit. Health, 2021)

Modern views of machine learning for precision psychiatry. - Zhe S. Chen 001; Prathamesh Kulkarni; Isaac R. Galatzer-Levy; Benedetta Bigio; Carla Nasca; Yu Zhang 009 (Patterns, 2022)

Large Language Models are Few-Shot Health Learners. - Xin Liu 034; Daniel McDuff; Geza Kovacs; Isaac R. Galatzer-Levy; Jacob E. Sunshine; Jiening Zhan; Ming-Zher Poh; Shun Liao; Paolo Di Achille; Shwetak N. Patel (CoRR, 2023)

The Capability of Large Language Models to Measure Psychiatric Functioning. - Isaac R. Galatzer-Levy; Daniel McDuff; Vivek Natarajan; Alan Karthikesalingam; Matteo Malgaroli (CoRR, 2023)

The Cognitive Capabilities of Generative AI: A Comparative Analysis with Human Benchmarks. - Isaac R. Galatzer-Levy; David Munday; Jed McGiffin; Xin Liu 034; Danny Karmon; Ilia Labzovsky; Rivka Moroshko; Amir Zait; Daniel McDuff (CoRR, 2024)

Evidence of Cognitive Deficits andDevelopmental Advances in Generative AI: A Clock Drawing Test Analysis. - Isaac R. Galatzer-Levy; Jed McGiffin; David Munday; Xin Liu 034; Danny Karmon; Ilia Labzovsky; Rivka Moroshko; Amir Zait; Daniel McDuff (CoRR, 2024)

Substance over Style: Evaluating Proactive Conversational Coaching Agents. - Vidya Srinivas; Xuhai Xu; Xin Liu 034; Kumar Ayush; Isaac R. Galatzer-Levy; Shwetak N. Patel; Daniel McDuff; Tim Althoff (ACL (1), 2025)

Sleepless Nights, Sugary Days: Creating Synthetic Users with Health Conditions for Realistic Coaching Agent Interactions. - Taedong Yun; Eric Yang; Mustafa Safdari; Jong Ha Lee; Vaishnavi Vinod Kumar; S. Sara Mahdavi; Jonathan Amar; Derek Peyton; Reut Aharony; Andreas Michaelides; Logan Douglas Schneider; Isaac R. Galatzer-Levy; et al. (ACL (Findings), 2025)

Optimizing Large Language Models for Detecting Symptoms of Comorbid Depression or Anxiety in Chronic Diseases: Insights from Patient Messages. - Jiyeong Kim; Stephen P. Ma; Michael L. Chen; Isaac R. Galatzer-Levy; John B. Torous; Peter J. van Roessel; Christopher D. Sharp; Michael A. Pfeffer; Carolyn I. Rodriguez; Eleni Linos; Jonathan H. Chen (CoRR, 2025)

Passive Measurement of Autonomic Arousal in Real-World Settings. - Samy Abdel-Ghaffar; Isaac R. Galatzer-Levy; Conor Heneghan; Xin Liu 034; Sarah Kernasovskiy; Brennan Garrett; Andrew Barakat; Daniel McDuff (CoRR, 2025)