mCerebrum and Cerebral Cortex: A Real-time Collection, Analytic, and Intervention Platform for High-frequency Mobile Sensor Data. - Timothy Hnat; Syed Monowar Hossain; Nasir Ali; Simona Carini; Tyson Condie; Ida Sim; Mani B. Srivastava; Santosh Kumar 001 (AMIA, 2017)

mCerebrum: A Mobile Sensing Software Platform for Development and Validation of Digital Biomarkers and Interventions. - Syed Monowar Hossain; Timothy Hnat; Nazir Saleheen; Nusrat Jahan Nasrin; Joseph Noor; Bo-Jhang Ho; Tyson Condie; Mani B. Srivastava; Santosh Kumar 001 (SenSys, 2017)

Center of Excellence for Mobile Sensor Data-to-Knowledge (MD2K). - Santosh Kumar 001; Gregory D. Abowd; William T. Abraham; Mustafa al'Absi; Duen Horng Chau; Emre Ertin; Deborah Estrin; Deepak Ganesan; Timothy Hnat; Syed Monowar Hossain; Zachary G. Ives; Jacqueline Kerr; et al. (IEEE Pervasive Comput., 2017)

Dynamic models of stress-smoking responses based on high-frequency sensor data. - Sahar Hojjatinia; Elyse R. Daly; Timothy Hnat; Syed Monowar Hossain; Santosh Kumar 001; Constantino M. Lagoa; Inbal Nahum-Shani; Shahin Alan Samiei; Bonnie Spring; David E. Conroy (npj Digit. Medicine, 2021)

Momentary Stressor Logging and Reflective Visualizations: Implications for Stress Management with Wearables. - Sameer Neupane; Mithun Saha; Nasir Ali; Timothy Hnat; Shahin Alan Samiei; Anandatirtha Nandugudi; David M. Almeida; Santosh Kumar 001 (CHI, 2024)