Predrag Klasnja

MedicinePsychologyHealth Professions

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 5%percentile

0.514Author DataRank

Indexed papers

1in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 1 indexed paper attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

The ILHBN: challenges, opportunities, and solutions from harmonizing data under heterogeneous study designs, target populations, and measurement protocols

Translational Behavioral Medicine(2022)10.1093/tbm/ibac069

Top 38%

0.514DataRank

Top 38%11 citations

Inbal Nahum‐Shani, Justin T. Baker, Donna Spruijt‐Metz, Nicholas B. Allen, Randy P. Auerbach +26 more

Papers

Driven by 24 papers — median percentile 62. Top paper: “Translating strategies for promoting engagement in mobile health: A proof-of-concept microrandomized trial.”.

Translating strategies for promoting engagement in mobile health: A proof-of-concept microrandomized trial.

Health Psychology(2021)10.1037/hea0001101

N/A

1.1DataRank · unranked

45 citations

Mashfiqui Rabbi, Jamie Yap, Meredith L. Philyaw-Kotov, Predrag Klasnja, Erin E. Bonar +4 more

The ILHBN: challenges, opportunities, and solutions from harmonizing data under heterogeneous study designs, target populations, and measurement protocols

Translational Behavioral Medicine(2022)10.1093/tbm/ibac069

Top 38%

0.514DataRank

Top 38%11 citations

Inbal Nahum‐Shani, Justin T. Baker, Donna Spruijt‐Metz, Nicholas B. Allen, Randy P. Auerbach +26 more

Rejoinder: ‘Estimating time-varying causal excursion effects in mobile health with binary outcomes’

Biometrika(2021)10.1093/biomet/asab033

N/A

0DataRank · unranked

7 citations

Hyesun Yoo, Predrag Klasnja, Daniel Almirall, Susan A. Murphy, Tianchen Qian

IntelligentPooling: practical Thompson sampling for mHealth

Machine Learning(2021)10.1007/s10994-021-05995-8

N/A

0DataRank · unranked

2 citations

Peng Liao, Predrag Klasnja, Susan A. Murphy, Sabina Tomkins

The microrandomized trial for developing digital interventions: Experimental design and data analysis considerations.

Psychological Methods(2022)10.1037/met0000283

N/A

0DataRank · unranked

102 citations

Ashley Walton, Linda M. Collins, Predrag Klasnja, Stephanie T. Lanza, Inbal Nahum‐Shani +6 more

Advancing Behavioral Intervention and Theory Development for Mobile Health: The HeartSteps II Protocol

International Journal of Environmental Research and Public Health(2022)10.3390/ijerph19042267

N/A

0DataRank · unranked

30 citations

Benjamin M. Marlin, Misha Pavel, Daniel E. Rivera, Eric B. Hekler, Steven De La Torre +8 more

Batch policy learning in average reward Markov decision processes

The Annals of Statistics(2022)10.1214/22-aos2231

N/A

0DataRank · unranked

17 citations

Zhengling Qi, Runzhe Wan, Predrag Klasnja, Susan A. Murphy, Peng Liao

Data-driven Interpretable Policy Construction for Personalized Mobile Health

PubMed(2022)10.1109/icdh55609.2022.00010

N/A

0DataRank · unranked

4 citations

Predrag Klasnja, Susan A. Murphy, Liangyuan Na, Dimitris Bertsimas

Enhanced Social Cognitive Theory Dynamic Modeling and Simulation Towards Improving the Estimation of "Just-In-Time" States

2022 American Control Conference (ACC)(2022)10.23919/acc53348.2022.9867493

N/A

0DataRank · unranked

4 citations

Daniel E. Rivera, Predrag Klasnja, Jung-Hwan Park, Eric B. Hekler, Mohamed El Mistiri

Enhancing Nonverbal Communication Through Virtual Human Technology: Protocol for a Mixed Methods Study

JMIR Research Protocols(2023)10.2196/46601

N/A

0DataRank · unranked

3 citations

Michael D. Fetters, John W. Creswell, Mark W. Scerbo, Frederick W Kron, Richard Gonzalez +5 more

Idiographic Dynamic Modeling for Behavioral Interventions with Mixed Data Partitioning and Discrete Simultaneous Perturbation Stochastic Approximation

PubMed(2023)10.23919/acc55779.2023.10156304

N/A

0DataRank · unranked

2 citations

Daniel E. Rivera, Predrag Klasnja, Eric B. Hekler, Rachael Kha

Assessing the Impact of Context Inference Error and Partial Observability on RL Methods for Just-In-Time Adaptive Interventions

PubMed(2023)10.48550/arxiv.2305.09913

N/A

0DataRank · unranked

0 citations

Predrag Klasnja, Susan A. Murphy, Benjamin M. Marlin, Karine Karine

Effect-Invariant Mechanisms for Policy Generalization

PubMed(2023)10.48550/arxiv.2306.10983

N/A

0DataRank · unranked

0 citations

Niklas Pfister, Predrag Klasnja, Susan A. Murphy, Jonas Peters, Sorawit Saengkyongam

The Digital Therapeutics Real-World Evidence Framework: An Approach for Guiding Evidence-Based Digital Therapeutics Design, Development, Testing, and Monitoring

Journal of Medical Internet Research(2024)10.2196/49208

N/A

0DataRank · unranked

27 citations

Kevin Patrick, Camille Nebeker, Job Godino, Spencer Stein, Predrag Klasnja +5 more

Did we personalize? Assessing personalization by an online reinforcement learning algorithm using resampling

Machine Learning(2024)10.1007/s10994-024-06526-x

N/A

0DataRank · unranked

4 citations

Raphael Kim, Prasidh Chhabria, Raaz Dwivedi, Predrag Klasnja, Peng Liao +3 more

AI-Assisted Causal Pathway Diagram for Human-Centered Design

arXiv (Cornell University)(2024)10.1145/3613904.3642179

N/A

0DataRank · unranked

20 citations

Dong-Hoon Shin, Rosemary D. Meza, Predrag Klasnja, Lucas Colusso, Gary Hsieh +1 more

Conducting Research at the Intersection of HCI and Health: Building and Supporting Teams with Diverse Expertise to Increase Public Health Impact

PubMed(2024)10.1145/3613905.3636298

N/A

0DataRank · unranked

9 citations

Ravi Karkar, Tricia Aung, Eleanor R. Burgess, Munyaradzi Joel Chinguwa, Andrea K. Graham +7 more

Understanding “Just-in-Time” States in Behavioral Interventions using System Identification and Data Science Methods

IFAC-PapersOnLine(2024)10.1016/j.ifacol.2024.08.590

N/A

0DataRank · unranked

0 citations

Sarasij Banerjee, Daniel E. Rivera, Predrag Klasnja, Jung-Hwan Park, Eric B. Hekler +1 more

Harnessing Causality in Reinforcement Learning With Bagged Decision Times

arXiv (Cornell University)(2024)10.48550/arxiv.2410.14659

N/A

0DataRank · unranked

0 citations

Hsin-Yu Lai, Predrag Klasnja, Susan A. Murphy, Daiqi Gao

Model predictive control in mHealth: a decision framework for optimised personalised physical activity interventions

International Journal of Control(2025)10.1080/00207179.2025.2491109

N/A

0DataRank · unranked

2 citations

Daniel E. Rivera, Predrag Klasnja, Jung-Hwan Park, Eric B. Hekler, Mohamed El Mistiri

Dynamic modeling and system identification of user engagement in mHealth interventions using a Bayesian approach for missing data imputation

Control Engineering Practice(2025)10.1016/j.conengprac.2025.106460

N/A

0DataRank · unranked

0 citations

Steven De La Torre, Benjamin M. Marlin, Misha Pavel, Predrag Klasnja, Donna Spruijt‐Metz +2 more

Digitizing clinical trials

npj Digital Medicine(2020)10.1038/s41746-020-0302-y

N/A

0DataRank · unranked

342 citations

Pamela Tenaerts, Sheila A. Prindiville, Harmony R. Reynolds, Don S. Dizon, Katharine Cooper‐Arnold +15 more

A dynamic Bayesian network approach to modeling engagement and walking behavior: insights from a yearlong micro-randomized trial ( Heartsteps II )

Health Psychology and Behavioral Medicine(2025)10.1080/21642850.2025.2552479

N/A

0DataRank · unranked

0 citations

Mohamed El Mistiri, Karine Tung, Eric B. Hekler, Predrag Klasnja, Misha Pavel +4 more

A Smartphone App to Monitor Mood Symptoms in Bipolar Disorder: Development and Usability Study

JMIR Mental Health(2020)10.2196/19476

N/A

0DataRank · unranked

22 citations

Pallavi Babu, Rebecca Easter, Erika F.H. Saunders, Jin Seok Lee, Predrag Klasnja +6 more

Predrag Klasnja

Indexed papers

Top data-sharing exemplar

Papers