Predrag Klasnja
University of Michigan
H-index: 43
North America-United States
Top articles of Predrag Klasnja
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
AI-Assisted Causal Pathway Diagram for Human-Centered Design | Ruican Zhong Donghoon Shin Rosemary Meza Predrag Klasnja Lucas Colusso | 2024 | |
Effect-Invariant Mechanisms for Policy Generalization | Journal of Machine Learning Research | Sorawit Saengkyongam Niklas Pfister Predrag Klasnja Susan Murphy Jonas Peters | 2024 |
Causal pathway diagrams to understand how implementation strategies work | Rosemary D Meza Predrag Klasnja Cara C Lewis Michael D Pullmann Kayne D Mettert | 2024/5/13 | |
Did we personalize? assessing personalization by an online reinforcement learning algorithm using resampling | Machine Learning | Susobhan Ghosh Raphael Kim Prasidh Chhabria Raaz Dwivedi Predrag Klasnja | 2024/4/10 |
Getting cozy with causality: Advances to the causal pathway diagramming method to enhance implementation precision | Implementation Research and Practice | Predrag Klasnja Rosemary D Meza Michael D Pullmann Kayne D Mettert Rene Hawkes | 2024/4 |
The Digital Therapeutics Real-World Evidence Framework: An Approach for Guiding Evidence-Based Digital Therapeutics Design, Development, Testing, and Monitoring | Meelim Kim Kevin Patrick Camille Nebeker Job Godino Spencer Stein | 2023 | |
Enhancing Nonverbal Communication Through Virtual Human Technology: Protocol for a Mixed Methods Study | JMIR Research Protocols | Analay Perez Michael D Fetters John W Creswell Mark Scerbo Frederick W Kron | 2023/6/6 |
A text messaging intervention for priming the affective rewards of exercise in adults: protocol for a microrandomized trial | JMIR Research Protocols | Sonali R Mishra Walter Dempsey Predrag Klasnja | 2023/9/1 |
Idiographic Dynamic Modeling for Behavioral Interventions with Mixed Data Partitioning and Discrete Simultaneous Perturbation Stochastic Approximation | T Kha Rachael Daniel E Rivera Predrag Klasnja Eric Hekler | 2023/5/31 | |
Assessing the impact of context inference error and partial observability on RL methods for just-in-time adaptive interventions | Karine Karine Predrag Klasnja Susan A Murphy Benjamin M Marlin | 2023/7/2 | |
Feasibility, perceived impact, and acceptability of a socially assistive robot to support emotion regulation with highly anxious university students: mixed methods open trial | JMIR Mental Health | A Jess Williams Maureen Freed Nikki Theofanopoulou Claudia Daudén Roquet Predrag Klasnja | 2023/10/31 |
Theorizing is for everybody: Advancing the process of theorizing in implementation science | Frontiers in Health Services | Rosemary D Meza James C Moreland Michael D Pullmann Predrag Klasnja Cara C Lewis | 2023/3/10 |
Feasibility, Acceptability, and Potential Impact of a Novel mHealth App for Smokers Ambivalent About Quitting: Randomized Pilot Study | JMIR mHealth and uHealth | Jennifer B McClure Jaimee L Heffner Chloe Krakauer Sophia Mun Predrag Klasnja | 2023/6/28 |
CONTEXTUALLY TAILORED TEXT MESSAGES TO AUGMENT CARDIAC REHABILITATION: THE VIRTUAL APPLICATION-SUPPORTED ENVIRONMENT TO INCREASE EXERCISE (VALENTINE) STUDY | Cardiovascular Digital Health Journal | Kashvi Gupta Jieru Shi Walter Dempsey Bhramar Mukherjee Sachin Kheterpal | 2023/10/1 |
Development and validation of multivariable prediction algorithms to estimate future walking behavior in adults: retrospective cohort study | The Lancet Digital Health | Samuel P Leighton Rachel Upthegrove Rajeev Krishnadas Michael E Benros Matthew R Broome | 2019/10/1 |
Online model selection by learning how compositional kernels evolve | Transactions on Machine Learning Research | Eura Shin Predrag Klasnja Susan Murphy Finale Doshi-Velez | 2023/6/12 |
Advancing Understanding of Just-in-Time States for Supporting Physical Activity (Project JustWalk JITAI): Protocol for a System ID Study of Just-in-Time Adaptive Interventions | JMIR Research Protocols | Junghwan Park Meelim Kim Mohamed El Mistiri Rachael Kha Sarasij Banerjee | 2023/9/26 |
Design considerations for preparation, optimization, and evaluation of digital therapeutics | Shawna N Smith Nicholas J Seewald Predrag Klasnja | 2023/1/1 | |
The ILHBN: challenges, opportunities, and solutions from harmonizing data under heterogeneous study designs, target populations, and measurement protocols (vol 13, pg 7, 2023) | Sy-Miin Chow Inbal Nahum-Shani Justin T Baker Donna Spruijt-Metz Nicholas B Allen | 2023/1/1 | |
A randomized trial of a mobile health intervention to augment cardiac rehabilitation | NPJ Digital Medicine | Jessica R Golbus Kashvi Gupta Rachel Stevens V Swetha E Jeganathan Evan Luff | 2023/9/14 |
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