Anxiety Detection Leveraging Mobile Passive Sensing. - Lionel M. Levine; Migyeong Gwak; Kimmo Kärkkäinen; Shayan Fazeli; Bita Zadeh; Tara Peris; Alexander S. Young; Majid Sarrafzadeh (BODYNETS, 2020)

Passive Monitoring of Physiological Precursors of Stress Leveraging Smartwatch Data. - Shayan Fazeli; Lionel M. Levine; Mehrab Beikzadeh; Baharan Mirzasoleiman; Bita Zadeh; Tara Peris; Majid Sarrafzadeh (BIBM, 2022)

A Self-supervised Framework for Improved Data-Driven Monitoring of Stress via Multi-Modal Passive Sensing. - Shayan Fazeli; Lionel M. Levine; Mehrab Beikzadeh; Baharan Mirzasoleiman; Bita Zadeh; Tara Peris; Majid Sarrafzadeh (ICDH, 2023)

Exploring Cross-model Neuronal Correlations in the Context of Predicting Model Performance and Generalizability. - Haniyeh Ehsani Oskouie; Lionel M. Levine; Majid Sarrafzadeh (CoRR, 2024)

Exploring a Datasets Statistical Effect Size Impact on Model Performance, and Data Sample-Size Sufficiency. - Arya Hatamian; Lionel M. Levine; Haniyeh Ehsani Oskouie; Majid Sarrafzadeh (CoRR, 2025)

PRISM: A Transformer-based Language Model of Structured Clinical Event Data. - Lionel M. Levine; John Santerre; Alexander S. Young; T. Barry Levine; Francis Campion; Majid Sarrafzadeh (CoRR, 2025)