🏆 Finalist — NIH Data Sharing Index (“S-Index”) Challenge

Benjamin M. Marlin

Amherst College

ORCID: 0000-0002-2626-3410

Also affiliated with University of Massachusetts Amherst

Computer Science

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

2in 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 2 indexed papers 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 →

Top data-sharing exemplar

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 14 papers — median percentile 31. Top paper: “The ILHBN: challenges, opportunities, and solutions from harmonizing data under heterogeneous study designs, target populations, and measurement protocols”.

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

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

The promise of AI and technology to improve quality of life and care for older adults

Nature Aging(2023)10.1038/s43587-023-00430-0
N/A
0DataRank · unranked
23 citations

Rama Chellappa, Niteesh K. Choudhry, George Demiris, Deepak Ganesan, Jason Karlawish +17 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

Artificial Intelligence and Technology Collaboratories: Innovating aging research and Alzheimer's care

Alzheimer s & Dementia(2024)10.1002/alz.13710
N/A
0DataRank · unranked
26 citations

Esther S. Oh, Rama Chellappa, Niteesh K. Choudhry, George Demiris, Deepak Ganesan +15 more

Understanding the Policy Space for AgeTech: Implications for AI and Digital Health

Public Policy & Aging Report(2024)10.1093/ppar/prae023
N/A
0DataRank · unranked
2 citations

Lucy Orr-Ewing, Brian Anderson, Benjamin M. Marlin, Niteesh K. Choudhry, Deepak Ganesan +1 more

Temporally Multi-Scale Sparse Self-Attention for Physical Activity Data Imputation

PubMed(2024)10.48550/arxiv.2406.18848
Top 100%
0DataRank
Top 100%0 citations

Maxwell A. Xu, Colin Samplawski, James M. Rehg, Santosh Kumar, Benjamin M. Marlin +1 more

StepCountJITAI: simulation environment for RL with application to physical activity adaptive intervention

arXiv (Cornell University)(2024)10.48550/arxiv.2411.00336
N/A
0DataRank · unranked
0 citations

Benjamin M. Marlin, Karine Karine

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

Using LLMs to improve RL policies in personalized health adaptive interventions

(2025)10.18653/v1/2025.cl4health-1.11
N/A
0DataRank · unranked
2 citations

Benjamin M. Marlin, Karine Karine

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

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

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

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