Center of excellence for mobile sensor data-to-knowledge (MD2K). - Santosh Kumar 001; Gregory D. Abowd; William T. Abraham; Mustafa al'Absi; J. Gayle Beck; Duen Horng Chau; Tyson Condie; David E. Conroy; Emre Ertin; Deborah Estrin; Deepak Ganesan; Cho Lam; et al. (J. Am. Medical Informatics Assoc., 2015)

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)

mORAL: An mHealth Model for Inferring Oral Hygiene Behaviors in-the-wild Using Wrist-worn Inertial Sensors. - Sayma Akther; Nazir Saleheen; Shahin Alan Samiei; Vivek Shetty; Emre Ertin; Santosh Kumar 001 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019)

mTeeth: Identifying Brushing Teeth Surfaces Using Wrist-Worn Inertial Sensors. - Sayma Akther; Nazir Saleheen; Mithun Saha; Vivek Shetty; Santosh Kumar 001 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021)

Designing Reinforcement Learning Algorithms for Digital Interventions: Pre-Implementation Guidelines. - Anna L. Trella; Kelly W. Zhang; Inbal Nahum-Shani; Vivek Shetty; Finale Doshi-Velez; Susan A. Murphy (Algorithms, 2022)

Reward Design for an Online Reinforcement Learning Algorithm Supporting Oral Self-Care. - Anna L. Trella; Kelly W. Zhang; Inbal Nahum-Shani; Vivek Shetty; Finale Doshi-Velez; Susan A. Murphy (AAAI, 2023)

Monitoring Fidelity of Online Reinforcement Learning Algorithms in Clinical Trials. - Anna L. Trella; Kelly W. Zhang; Inbal Nahum-Shani; Vivek Shetty; Iris Yan; Finale Doshi-Velez; Susan A. Murphy (CoRR, 2024)

Oralytics Reinforcement Learning Algorithm. - Anna L. Trella; Kelly W. Zhang; Stephanie Marita Carpenter; David Elashoff; Zara M. Greer; Inbal Nahum-Shani; Dennis Ruenger; Vivek Shetty; Susan A. Murphy (CoRR, 2024)

Effective Monitoring of Online Decision-Making Algorithms in Digital Intervention Implementation. - Anna L. Trella; Susobhan Ghosh; Erin E. Bonar; Lara N. Coughlin; Finale Doshi-Velez; Yongyi Guo; Pei-Yao Hung; Inbal Nahum-Shani; Vivek Shetty; Maureen A. Walton; Iris Yan; Kelly W. Zhang; et al. (CoRR, 2024)

A Deployed Online Reinforcement Learning Algorithm in an Oral Health Clinical Trial. - Anna L. Trella; Kelly W. Zhang; Hinal Jajal; Inbal Nahum-Shani; Vivek Shetty; Finale Doshi-Velez; Susan A. Murphy (AAAI, 2025)

Uncertainty-Informed Scheduling of Decision Points for Intelligent Mobile Health Interventions. - Asim H. Gazi; Bhanu T. Gullapalli; Daiqi Gao; Benjamin M. Marlin; Vivek Shetty; Susan A. Murphy (CoRR, 2025)