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Predrag Klasnja

University of California System

40H-index
187Paper Count
1.1WCitation Count
Published Papers 42
Publication Date
A dynamic Bayesian network approach to modeling engagement and walking behavior: insights from a yearlong micro-randomized trial (Heartsteps II)
err2025-12-31
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PREAI
errde la Torre, Steven A.; El Mistiri, Mohamed; Tung, Karine; Hekler, Eric; Klasnja, Predrag; Pavel, Misha; Rivera, Daniel E.; Spruijt-Metz, Donna; Marlin, Benjamin
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Physical activity and diet just-in-time adaptive intervention to reduce blood pressure: a randomized controlled trial
err2025-07-14
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errOAAI
errMichael P. Dorsch; Jessica R. Golbus; Rachel Stevens; Brad Trumpower; Tanima Basu; Evan Luff; Kimberly Warden; Michael Giacalone; Sarah Bailey; Gabriella V. Rubick; Sonali Mishra; Predrag Klasnja; Mark W. Newman; Lesli E. Skolarus; Brahmajee K. Nallamothu
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Dynamic modeling and system identification of user engagement in mHealth interventions using a Bayesian approach for missing data imputation
err2025-06-28
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PREAI
errMohamed El Mistiri; Steven De La Torre; Benjamin M. Marlin; Misha Pavel; Predrag Klasnja; Donna Spruijt-Metz; Daniel E. Rivera
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The Blood Pressure Effects of a Just-in-time-adaptive Intervention for Physical Activity and Diet in Patients with Hypertension: A Randomized Controlled Trial
err2024-09-01
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PREAI
errDorsch, Michael; Golbus, Jessica; Basu, Tanima; Luff, Evan; Warden, Kimberly; Giacalone, Michael; Bailey, Sarah; VanAken, Gabriella; Mishra, Sonali; Klasnja, Predrag; Newman, Mark; Skolarus, Lesli; Nallamothu, Brahmajee
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Text Messages to Promote Physical Activity in Patients With Cardiovascular Disease: A Micro-Randomized Trial of a Just-In-Time Adaptive Intervention
err2024-07-01
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PREAI
errGolbus, Jessica R.; Shi, Jieru; Gupta, Kashvi; Stevens, Rachel; Jeganathan, V. Swetha E.; Luff, Evan; Boyden, Thomas; Mukherjee, Bhramar; Kohnstamm, Sarah; Taralunga, Vlad; Kheterpal, Vik; Kheterpal, Sachin; Resnicow, Kenneth; Murphy, Susan; Dempsey, Walter; Klasnja, Predrag; Nallamothu, Brahmajee K.
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Did we personalize? Assessing personalization by an online reinforcement learning algorithm using resampling
err2024-04-10
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PREAI
errGhosh, Susobhan; Kim, Raphael; Chhabria, Prasidh; Dwivedi, Raaz; Klasnja, Predrag; Liao, Peng; Zhang, Kelly; Murphy, Susan
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The Digital Therapeutics Real-World Evidence Framework: An Approach for Guiding Evidence-Based Digital Therapeutics Design, Development, Testing, and Monitoring
err2024-03-05
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errOAAI
errKim, Meelim; Patrick, Kevin; Nebeker, Camille; Godino, Job; Stein, Spencer; Klasnja, Predrag; Perski, Olga; Viglione, Clare; Coleman, Aaron; Hekler, Eric
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Feasibility, Perceived Impact, and Acceptability of a Socially Assistive Robot to Support Emotion Regulation With Highly Anxious University Students: Mixed Methods Open Trial
err2023-10-31
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errOAAI
errWilliams, A. Jess; Freed, Maureen; Theofanopoulou, Nikki; Roquet, Claudia Dauden; Klasnja, Predrag; Gross, James; Schleider, Jessica; Slovak, Petr
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A randomized trial of a mobile health intervention to augment cardiac rehabilitation
err2023-09-14
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errOAAI
errGolbus, Jessica R.; Gupta, Kashvi; Stevens, Rachel; Jeganathan, V. Swetha E.; Luff, Evan; Shi, Jieru; Dempsey, Walter; Boyden, Thomas; Mukherjee, Bhramar; Kohnstamm, Sarah; Taralunga, Vlad; Kheterpal, Vik; Murphy, Susan; Klasnja, Predrag; Kheterpal, Sachin; Nallamothu, Brahmajee K.
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Feasibility, Acceptability, and Potential Impact of a Novel mHealth App for Smokers Ambivalent About Quitting: Randomized Pilot Study
err2023-06-28
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errOAAI
errMcClure, Jennifer B.; Heffner, Jaimee L.; Krakauer, Chloe; Mun, Sophia; Klasnja, Predrag; Catz, Sheryl L.
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BATCH POLICY LEARNING IN AVERAGE REWARD MARKOV DECISION PROCESSES
err2022-12-01
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errOAAI
errLiao, Peng; Qi, Zhengling; Wan, Runzhe; Klasnja, Predrag; Murphy, Susan A.
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The ILHBN: challenges, opportunities, and solutions from harmonizing data under heterogeneous study designs, target populations, and measurement protocols
err2022-11-23
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errOAAI
errChow, Sy-Miin; Nahum-Shani, Inbal; Baker, Justin T.; Spruijt-Metz, Donna; Allen, Nicholas B.; Auerbach, Ryan P.; Dunton, Genevieve F.; Friedman, Naomi P.; Intille, Stephen S.; Klasnja, Predrag; Marlin, Benjamin; Nock, Matthew K.; Rauch, Scott L.; Pavel, Misha; Vrieze, Scott; Wetter, David W.; Kleiman, Evan M.; Brick, Timothy R.; Perry, Heather; Wolff-Hughes, Dana L.; ILHBN
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The Microrandomized Trial for Developing Digital Interventions: Experimental Design and Data Analysis Considerations
err2022-10-01
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errOAAI
errQian, Tianchen; Walton, Ashley E.; Collins, Linda M.; Klasnja, Predrag; Lanza, Stephanie T.; Nahum-Shani, Inbal; Rabbi, Mashfiqui; Russell, Michael A.; Walton, Maureen A.; Yoo, Hyesun; Murphy, Susan A.
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Understanding Baseline Physical Activity in Cardiac Rehabilitation Enrollees Using Mobile Health Technologies
err2022-07-01
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errOAAI
errGolbus, Jessica R.; Gupta, Kashvi; Stevens, Rachel; Jeganathan, V. Swetha; Luff, Evan; Boyden, Thomas; Mukherjee, Bhramar; Klasnja, Predrag; Kheterpal, Sachin; Kohnstamm, Sarah; Nallamothu, Brahmajee K.
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Virtual AppLication-supported Environment To INcrease Exercise (VALENTINE) during cardiac rehabilitation study: Rationale and design
err2022-06-01
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PREAI
errJeganathan, V. Swetha; Golbus, Jessica R.; Gupta, Kashvi; Luff, Evan; Dempsey, Walter; Boyden, Thomas; Rubenfire, Melvyn; Mukherjee, Brahmar; Klasnja, Predrag; Kheterpal, Sachin; Nallamothu, Brahmajee K.
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Clinic, Home, and Kiosk Blood Pressure Measurements for Diagnosing Hypertension: a Randomized Diagnostic Study
err2022-03-03
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errOAAI
errGreen, Beverly B.; Anderson, Melissa L.; Cook, Andrea J.; Ehrlich, Kelly; Hall, Yoshio N.; Hsu, Clarissa; Joseph, Dwayne; Klasnja, Predrag; Margolis, Karen L.; McClure, Jennifer B.; Munson, Sean A.; Thompson, Mathew J.
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An In Situ, Child-Led Intervention to Promote Emotion Regulation Competence in Middle Childhood: Protocol for an Exploratory Randomized Controlled Trial
err2021-11-09
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errOAAI
errSlovak, Petr; Ford, Brett Q.; Widen, Sherri; Roquet, Claudia Dauden; Theofanopoulou, Nikki; Gross, James J.; Hankin, Benjamin; Klasnja, Predrag
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IntelligentPooling: practical Thompson sampling for mHealth
err2021-06-21
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errOAAI
errTomkins, Sabina; Liao, Peng; Klasnja, Predrag; Murphy, Susan
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