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

Roy E. Welsch

Massachusetts Institute of Technology

ORCID: 0000-0002-9038-1622
MathematicsDecision SciencesComputer 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 100%percentile
0Author DataRank

Indexed papers

0in pilot corpus
datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 8 papers. Top paper: “Ambivert degree identifies crucial brain functional hubs and improves detection of Alzheimer’s Disease and Autism Spectrum Disorder”.

Ambivert degree identifies crucial brain functional hubs and improves detection of Alzheimer’s Disease and Autism Spectrum Disorder

NeuroImage Clinical(2020)10.1016/j.nicl.2020.102186
N/A
0DataRank · unranked
22 citations

Jagath C. Rajapakse, Roy E. Welsch, Sukrit Gupta

Drug repurposing of metformin for Alzheimer’s disease: Combining causal inference in medical records data and systems pharmacology for biomarker identification

medRxiv(2021)10.1101/2021.08.10.21261747
N/A
0DataRank · unranked
8 citations

Bella Vakulenko‐Lagun, Bang Zheng, Colin Magdamo, Bowen Su, Kyle E. Evans +15 more

Causal inference in medical records and complementary systems pharmacology for metformin drug repurposing towards dementia

Nature Communications(2022)10.1038/s41467-022-35157-w
N/A
0DataRank · unranked
49 citations

Bella Vakulenko‐Lagun, Bang Zheng, Colin Magdamo, Bowen Su, Kyle E. Evans +15 more

Efficient estimation of weighted cumulative treatment effects by double/debiased machine learning

arXiv (Cornell University)(2023)10.48550/arxiv.2305.02373
N/A
0DataRank · unranked
1 citations

Bang Zheng, Bowen Su, Stan N. Finkelstein, Roy E. Welsch, Kenney Ng +3 more

Can metformin prevent cancer relative to sulfonylureas? A target trial emulation accounting for competing risks and poor overlap via double/debiased machine learning estimators

American Journal of Epidemiology(2024)10.1093/aje/kwae217
N/A
0DataRank · unranked
3 citations

Bang Zheng, Bowen Su, Stan Neil Finkelstein, Roy E. Welsch, Kenney Ng +2 more

Foundational model aided automatic high-throughput drug screening using self-controlled cohort study

medRxiv(2024)10.1101/2024.08.04.24311480
N/A
0DataRank · unranked
1 citations

Raluca Cobzaru, Stan N. Finkelstein, Roy E. Welsch, Kenney Ng, Lefkos Middleton +1 more

Estimating Heterogeneous Treatment Effects on Survival Outcomes Using Counterfactual Censoring Unbiased Transformations

arXiv (Cornell University)(2024)10.48550/arxiv.2401.11263
N/A
0DataRank · unranked
0 citations

Raluca Cobzaru, Stan N. Finkelstein, Roy E. Welsch, Kenney Ng, Zach Shahn +1 more

Alzheimer’s disease risk prediction using machine learning for survival analysis with a comorbidity-based approach

Scientific Reports(2025)10.1038/s41598-025-14406-0
N/A
0DataRank · unranked
7 citations

Roy E. Welsch, Stan N. Finkelstein, Aamna AlShehhi, Ferial Abuhantash