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Published on in Vol 28 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/87049, first published .
Virtual interview with a woman observing a man's facial expression, gaze, movement, and speech.

Detection of Microbehavior Intervals for Predicting Mental Health: Clinically Relevant and Advanced Multimodal Temporal Analysis

Detection of Microbehavior Intervals for Predicting Mental Health: Clinically Relevant and Advanced Multimodal Temporal Analysis

Sapir Gershov   1 , PhD ;   Charlotte E Hilberdink   1 , PhD ;   Yiwen Zhao   1 , MSc ;   Sarah B Birnbaum   1 , BSc ;   Victoria Mueller   1, 2 , MSc ;   Stephen P Wall   3, 4 , MD, MSc, MAEd ;   Katharina Schultebraucks   1, 4 , PhD

1 Department of Psychiatry, Grossman School of Medicine, New York University, New York, NY, United States

2 Department of Biomedical Engineering, Tandon School of Engineering, New York University, New York, NY, United States

3 Department of Emergency Medicine, Grossman School of Medicine, New York University, New York, NY, United States

4 Department of Population Health, Grossman School of Medicine, New York University, New York, NY, United States

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