Susan A. Murphy

ORCID: 0000-0002-2032-4286

Also affiliated with Harvard University Press, Artificial Intelligence in Medicine (Canada)

PsychologyMathematicsHealth 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 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 43 papers. 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

Modernizing the Data Infrastructure for Clinical Research to Meet Evolving Demands for Evidence

JAMA(2024)10.1001/jama.2024.0268

N/A

0.940DataRank · unranked

25 citations

Caroline Marra, Atul Janardhan Butte, Laura Esserman, Lee A. Fleisher, Cynthia I. Grossman +64 more

Optimizing an Acceptance and Commitment Therapy Microintervention Via a Mobile App With Two Cohorts: Protocol for Micro-Randomized Trials

JMIR Research Protocols(2020)10.2196/17086

N/A

0.693DataRank · unranked

18 citations

Sydney Hoel, Amanda Victory, Susan A. Murphy, Melvin G. McInnis, Zachary N. Stowe +2 more

The Integration of Clinical Trials With the Practice of Medicine

JAMA(2024)10.1001/jama.2024.4088

N/A

0.609DataRank · unranked

57 citations

Alison J. Huang, Roger J. Lewis, Amy P. Abernethy, Robert M. Califf, Martin Landray +63 more

A mobile health intervention for emerging adults with regular cannabis use: A micro-randomized pilot trial design protocol

Contemporary Clinical Trials(2024)10.1016/j.cct.2024.107667

N/A

0.367DataRank · unranked

8 citations

Maya Campbell, Tiffany Wheeler, Chávez Rodríguez, Autumn Rae Florimbio, Susobhan Ghosh +11 more

Sense2Stop: A micro-randomized trial using wearable sensors to optimize a just-in-time-adaptive stress management intervention for smoking relapse prevention

Contemporary Clinical Trials(2021)10.1016/j.cct.2021.106534

N/A

0DataRank · unranked

76 citations

David E. Conroy, Walter Dempsey, Peng Liao, Marianne Menictas, Susan A. Murphy +5 more

The mobile assistance for regulating smoking (MARS) micro-randomized trial design protocol

Contemporary Clinical Trials(2021)10.1016/j.cct.2021.106513

N/A

0DataRank · unranked

22 citations

Lindsey N. Potter, Cho Y. Lam, Jamie Yap, Alexander Moreno, Rebecca Stoffel +9 more

Innovative Health Care Delivery: The Scientific and Regulatory Challenges in Designing mHealth Interventions

NAM Perspectives(2021)10.31478/202108b

N/A

0DataRank · unranked

13 citations

Susan A. Murphy, Soroush Saghafian

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

Engagement in digital interventions.

American Psychologist(2022)10.1037/amp0000983

N/A

0DataRank · unranked

186 citations

Steven D. Shaw, Stephanie M. Carpenter, Susan A. Murphy, Carolyn Yoon, Inbal Nahum‐Shani

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

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

Designing Reinforcement Learning Algorithms for Digital Interventions: Pre-implementation Guidelines

Preprints.org(2022)10.20944/preprints202206.0028.v1

N/A

0DataRank · unranked

8 citations

Kelly Zhang, Inbal Nahum‐Shani, Vivek Shetty, Finale Doshi-Velez, Susan A. Murphy +1 more

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

The Engagement Problem: a Review of Engagement with Digital Mental Health Interventions and Recommendations for a Path Forward

Current Treatment Options in Psychiatry(2023)10.1007/s40501-023-00297-3

N/A

0DataRank · unranked

204 citations

Chelsea K. Pike, Timothy P. Hogan, Susan A. Murphy, Katherine E. Burdick, Jessica M. Lipschitz

Developing Message Strategies to Engage Racial and Ethnic Minority Groups in Digital Oral Self-Care Interventions: Participatory Co-Design Approach

JMIR Formative Research(2023)10.2196/49179

N/A

0DataRank · unranked

12 citations

Zara M. Greer, Rebecca Newman, Susan A. Murphy, Vivek Shetty, Inbal Nahum‐Shani +1 more

Sample size considerations for micro‐randomized trials with binary proximal outcomes

Statistics in Medicine(2023)10.1002/sim.9748

N/A

0DataRank · unranked

9 citations

Tianchen Qian, Susan A. Murphy, Eric R. Cohn

Contextual Bandits with Budgeted Information Reveal

PubMed(2023)10.48550/arxiv.2305.18511

N/A

0DataRank · unranked

1 citations

Esmaeil Keyvanshokooh, Xueqing Liu, Susan A. Murphy, Kyra Gan

Reward Design for an Online Reinforcement Learning Algorithm Supporting Oral Self-Care

Proceedings of the AAAI Conference on Artificial Intelligence(2023)10.1609/aaai.v37i13.26866

N/A

0DataRank · unranked

15 citations

Kelly Zhang, Inbal Nahum‐Shani, Vivek Shetty, Finale Doshi-Velez, Susan A. Murphy +1 more

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

arXiv (Cornell University)(2023)10.48550/arxiv.2304.05365

N/A

0DataRank · unranked

1 citations

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

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 Unintended Consequences of Discount Regularization: Improving Regularization in Certainty Equivalence Reinforcement Learning

arXiv (Cornell University)(2023)10.48550/arxiv.2306.11208

N/A

0DataRank · unranked

0 citations

Sonali Parbhoo, Weiwei Pan, Susan A. Murphy, Finale Doshi-Velez, Sarah Rathnam

Dyadic Reinforcement Learning

arXiv (Cornell University)(2023)10.48550/arxiv.2308.07843

N/A

0DataRank · unranked

0 citations

Lluis Salvat Niell, Sung Won Choi, Inbal Nahum‐Shani, Guy Shani, Susan A. Murphy +1 more

Optimizing an adaptive digital oral health intervention for promoting oral self-care behaviors: Micro-randomized trial protocol

Contemporary Clinical Trials(2024)10.1016/j.cct.2024.107464

N/A

0DataRank · unranked

12 citations

Zara M. Greer, Anna L. Trella, Kelly Zhang, Stephanie M. Carpenter, Dennis Rünger +4 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

Reinforcement Learning Interventions on Boundedly Rational Human Agents in Frictionful Tasks

PubMed(2024)10.48550/arxiv.2401.14923

N/A

0DataRank · unranked

1 citations

Siddharth Swaroop, Weiwei Pan, Susan A. Murphy, Finale Doshi-Velez, Eura Nofshin

A Deployed Online Reinforcement Learning Algorithm In An Oral Health Clinical Trial

arXiv (Cornell University)(2024)10.48550/arxiv.2409.02069

N/A

0DataRank · unranked

1 citations

Kelly Zhang, Hinal Jajal, Inbal Nahum‐Shani, Vivek Shetty, Finale Doshi-Velez +2 more

Non-Stationary Latent Auto-Regressive Bandits

arXiv (Cornell University)(2024)10.48550/arxiv.2402.03110

N/A

0DataRank · unranked

0 citations

Walter Dempsey, Gazi, Asim H., Susan A. Murphy, Doshi-Velez, Finale, Murphy, Susan A. +1 more

Monitoring Fidelity of Online Reinforcement Learning Algorithms in Clinical Trials

arXiv (Cornell University)(2024)10.48550/arxiv.2402.17003

N/A

0DataRank · unranked

0 citations

Kelly Zhang, Inbal Nahum‐Shani, Vivek Shetty, Iris Yan, Finale Doshi-Velez +2 more

Effective Monitoring of Online Decision-Making Algorithms in Digital Intervention Implementation

arXiv (Cornell University)(2024)10.48550/arxiv.2409.10526

N/A

0DataRank · unranked

0 citations

Susobhan Ghosh, Erin E. Bonar, Lara N. Coughlin, Finale Doshi-Velez, Yongyi Guo +8 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

BOTS: Batch Bayesian Optimization of Extended Thompson Sampling for Severely Episode-Limited RL Settings

arXiv (Cornell University)(2024)10.48550/arxiv.2412.00308

N/A

0DataRank · unranked

0 citations

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

Replicable Bandits for Digital Health Interventions

arXiv (Cornell University)(2024)10.48550/arxiv.2407.15377

N/A

0DataRank · unranked

0 citations

Nowell Closser, Anna L. Trella, Susan A. Murphy, Kelly Zhang

A Deployed Online Reinforcement Learning Algorithm in an Oral Health Clinical Trial

Proceedings of the AAAI Conference on Artificial Intelligence(2025)10.1609/aaai.v39i28.35143

N/A

0DataRank · unranked

3 citations

Kelly Zhang, Hinal Jajal, Inbal Nahum‐Shani, Vivek Shetty, Finale Doshi-Velez +2 more

Reinforcement Learning on Dyads to Enhance Medication Adherence

arXiv (Cornell University)(2025)10.48550/arxiv.2502.06835

N/A

0DataRank · unranked

1 citations

Hinal Jajal, Sung Won Choi, Inbal Nahum‐Shani, Guy Shani, Alexandra M. Psihogios +3 more

Evaluation of the HeartSteps Online Sampling Algorithm

arXiv (Cornell University)(2025)10.48550/arxiv.2501.02137

N/A

0DataRank · unranked

0 citations

Walter Dempsey, Peng Liao, Nick Reid, Pedja Klasnja, Susan A. Murphy +1 more

SigmaScheduling: Uncertainty-Informed Scheduling of Decision Points for Intelligent Mobile Health Interventions

PubMed(2025)10.1109/bsn66969.2025.11337925

N/A

0DataRank · unranked

0 citations

Bhanu Teja Gullapalli, Daiqi Gao, Benjamin M. Marlin, Vivek Shetty, Susan A. Murphy +1 more

Microrandomized trials for promoting engagement in mobile health data collection: Adolescent/young adult oral chemotherapy adherence as an example

Current Opinion in Systems Biology(2020)10.1016/j.coisb.2020.07.002

N/A

0DataRank · unranked

10 citations

Alexandra M. Psihogios, Elise R. McKelvey, Annisa Ahmed, Mashfiqui Rabbi, Susan A. Murphy +1 more

Fast Physical Activity Suggestions: Efficient Hyperparameter Learning in Mobile Health

arXiv (Cornell University)(2020)10.48550/arxiv.2012.11646

N/A

0DataRank · unranked

1 citations

Sabina Tomkins, Susan A. Murphy, Marianne Menictas

IGF2R Genetic Variants, Circulating IGF2 Concentrations and Colon Cancer Risk in African Americans and Whites

UNC Libraries(2020)10.17615/8gr8-8933

N/A

0DataRank · unranked

0 citations

Adriana C. Vidal, Joseph A. Galanko, Joellen M. Schildkraut, David Skaar, Susan A. Murphy +5 more

Imprinted Genes and the Environment: Links to the Toxic Metals Arsenic, Cadmium and Lead

UNC Libraries(2020)10.17615/4mfq-xq07

N/A

0DataRank · unranked

0 citations

Monica D. Nye, Susan A. Murphy, Lisa Smeester, Andrew Yosim, Rebecca C. Fry +1 more