Isaac R. Galatzer-Levy

According to our database, Isaac R. Galatzer-Levy authored at least 14 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Passive Measurement of Autonomic Arousal in Real-World Settings.

Samy Abdel-Ghaffar, Isaac R. Galatzer-Levy, Conor Heneghan, Xin Liu, Sarah Kernasovskiy, Brennan Garrett, Andrew Barakat, Daniel McDuff

CoRR, April, 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, March, 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, Yugang Jia, John Canny, Arthur Gretton, Maja J. Mataric

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Substance over Style: Evaluating Proactive Conversational Coaching Agents.

Vidya Srinivas, Xuhai Xu, Xin Liu, Kumar Ayush, Isaac R. Galatzer-Levy, Shwetak N. Patel, Daniel McDuff, Tim Althoff

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

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, Danny Karmon, Ilia Labzovsky, Rivka Moroshko, Amir Zait, Daniel McDuff

CoRR, 2024

The Cognitive Capabilities of Generative AI: A Comparative Analysis with Human Benchmarks.

Isaac R. Galatzer-Levy, David Munday, Jed McGiffin, Xin Liu, Danny Karmon, Ilia Labzovsky, Rivka Moroshko, Amir Zait, Daniel McDuff

CoRR, 2024

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

Large Language Models are Few-Shot Health Learners.

Xin Liu, 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

2022

Modern views of machine learning for precision psychiatry.

Zhe S. Chen, Prathamesh Kulkarni, Isaac R. Galatzer-Levy, Benedetta Bigio, Carla Nasca, Yu Zhang

Patterns, 2022

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

Prediction of clinical tremor severity using Rank Consistent Ordinal Regression.

Li Zhang, Vijay Yadav, Vidya Koesmahargyo, Anzar Abbas, Isaac R. Galatzer-Levy

CoRR, 2021

2020

Direct Classification of Emotional Intensity.

Jacob Ouyang, Isaac R. Galatzer-Levy, Vidya Koesmahargyo, Li Zhang

CoRR, 2020

Estimation of Clinical Tremor using Spatio-Temporal Adversarial AutoEncoder.

Li Zhang, Vidya Koesmahargyo, Isaac R. Galatzer-Levy

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2016

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

Proceedings of the AMIA 2016, 2016