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

Colin Magdamo

Harvard University

ORCID: 0000-0001-8965-4630

Also affiliated with Massachusetts General Hospital

Computer ScienceMedicine

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 6%percentile
0.226Author 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 →

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.

Cognitive concerns are a risk factor for mortality in people with HIV and coronavirus disease 2019

AIDS(2023)10.1097/qad.0000000000003595
Top 62%
0.226DataRank
Top 62%2 citations

Emily A. Rudmann, Elissa Ye, Ayush Noori, Colin Magdamo, Aayushee Jain +8 more

Papers

Driven by 15 papers — median percentile 38. Top paper: “COVID-19 Outpatient Screening: a Prediction Score for Adverse Events”.

COVID-19 Outpatient Screening: a Prediction Score for Adverse Events

medRxiv(2020)10.1101/2020.06.17.20134262
N/A
0.345DataRank · unranked
9 citations

Aayushee Jain, Michael J. Leone, Haitham Alabsi, Laura Brenner, Elissa Ye +22 more

Cognitive concerns are a risk factor for mortality in people with HIV and coronavirus disease 2019

AIDS(2023)10.1097/qad.0000000000003595
Top 62%
0.226DataRank
Top 62%2 citations

Emily A. Rudmann, Elissa Ye, Ayush Noori, Colin Magdamo, Aayushee Jain +8 more

Cerebral Microvascular Injury in Severe COVID-19

medRxiv(2020)10.1101/2020.07.21.20159376
N/A
0DataRank · unranked
41 citations

Matthew P. Frosch, Shibani S. Mukerji, Otto Rapalino, Mary D. Maher, Pamela W. Schaefer +18 more

Susceptibility-weighted imaging reveals cerebral microvascular injury in severe COVID-19

Journal of the Neurological Sciences(2021)10.1016/j.jns.2021.117308
N/A
0DataRank · unranked
89 citations

Matthew P. Frosch, Shibani S. Mukerji, Otto Rapalino, Mary D. Maher, Pamela W. Schaefer +18 more

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

Identifying Patients With Delirium Based on Unstructured Clinical Notes: Observational Study

JMIR Formative Research(2022)10.2196/33834
N/A
0DataRank · unranked
24 citations

Haitham Alabsi, Aayushee Jain, Elissa Ye, Haoqi Sun, Marta Fernandes +13 more

causalCmprsk: An R package for nonparametric and Cox-based estimation of average treatment effects in competing risks data

Computer Methods and Programs in Biomedicine(2023)10.1016/j.cmpb.2023.107819
N/A
0DataRank · unranked
9 citations

Colin Magdamo, Marie‐Laure Charpignon, Bang Zheng, Mark W. Albers, Sudeshna Das +1 more

“Recon-all-clinical”: Cortical surface reconstruction and analysis of heterogeneous clinical brain MRI

Medical Image Analysis(2025)10.1016/j.media.2025.103608
N/A
0DataRank · unranked
18 citations

Douglas N. Greve, Colin Magdamo, S. R. Arnold, Sudeshna Das, Oula Puonti +2 more

A GPT-4o-powered framework for identifying cognitive impairment stages in electronic health records

npj Digital Medicine(2025)10.1038/s41746-025-01834-5
N/A
0DataRank · unranked
10 citations

Yingnan He, Samad Amini, Colin Magdamo, Ioannis Ch. Paschalidis, Shibani S. Mukerji +8 more

The AROMHA brain health test is a remote olfactory assessment to screen for cognitive impairment

Scientific Reports(2025)10.1038/s41598-025-92826-8
N/A
0DataRank · unranked
12 citations

Colin Magdamo, Daniela Delphus, Andreas Runde, Sean Reineke, Alysa Alejandro Soto +5 more

Investigating Primary Care Indications to Improve Electronic Health Record in Dementia Target Trial Emulation

arXiv (Cornell University)(2025)10.48550/arxiv.2501.08886
N/A
0DataRank · unranked
0 citations

Colin Magdamo, Marie‐Laure Charpignon, Mark W. Albers, Max Sunog

CoVA: An Acuity Score for Outpatient Screening that Predicts Coronavirus Disease 2019 Prognosis

The Journal of Infectious Diseases(2020)10.1093/infdis/jiaa663
N/A
0DataRank · unranked
44 citations

Aayushee Jain, Michael J. Leone, Haitham Alabsi, Laura Brenner, Elissa Ye +22 more

End-to-end Cortical Surface Reconstruction from Clinical Magnetic Resonance Images

arXiv (Cornell University)(2025)10.48550/arxiv.2505.14017
N/A
0DataRank · unranked
0 citations

Karthik Gopinath, Andrew Hoopes, Adrian V. Dalca, Colin Magdamo, S. R. Arnold +5 more

Innate immune signaling in the olfactory epithelium reduces odorant receptor levels: modeling transient smell loss in COVID-19 patients

medRxiv(2020)10.1101/2020.06.14.20131128
N/A
0DataRank · unranked
58 citations

Luxiang Cao, Gregory T. Rickenbacher, Eric Benz, Colin Magdamo, Liliana Ramírez Gómez +12 more