Nigam H. Shah

Also affiliated with Stanford University

Biochemistry, Genetics and Molecular BiologyComputer ScienceMedicineHealth 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 1%percentile

16.0Author DataRank

Indexed papers

18in 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 18 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 →

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

Deep phenotyping of 34,128 adult patients hospitalised with COVID-19 in an international network study

Nature Communications(2020)10.1038/s41467-020-18849-z

Top 7%

3.3DataRank

Top 7%107 citations

Seng Chan You, Anthony G. Sena, Kristin Kostka, Hamed Abedtash, Maria Tereza Fernandes Abrahão +64 more

Papers

Driven by 59 papers — median percentile 66. Top paper: “Toward expert-level medical question answering with large language models”.

Toward expert-level medical question answering with large language models

Nature Medicine(2025)10.1038/s41591-024-03423-7

N/A

10.3DataRank · unranked

793 citations

Tao Tu, Juraj Gottweis, Rory Sayres, Ellery Wulczyn, Mohamed Amin +30 more

Deep phenotyping of 34,128 adult patients hospitalised with COVID-19 in an international network study

Nature Communications(2020)10.1038/s41467-020-18849-z

Top 7%

3.3DataRank

Top 7%107 citations

Seng Chan You, Anthony G. Sena, Kristin Kostka, Hamed Abedtash, Maria Tereza Fernandes Abrahão +64 more

Deep phenotyping of 34,128 patients hospitalised with COVID-19 and a comparison with 81,596 influenza patients in America, Europe and Asia: an international network study

medRxiv(2020)10.1101/2020.04.22.20074336

Top 9%

2.5DataRank

Top 9%48 citations

Seng Chan You, Anthony G. Sena, Kristin Kostka, Hamed Abedtash, Maria Tereza Fernandes Abrahão +64 more

Use of repurposed and adjuvant drugs in hospital patients with covid-19: multinational network cohort study

BMJ(2021)10.1136/bmj.n1038

Top 10%

2.2DataRank

Top 10%71 citations

Anthony G. Sena, Lana Yin Hui Lai, Waheed‐Ul‐Rahman Ahmed, Heba Alghoul, Osaid Alser +38 more

Thirty-Day Outcomes of Children and Adolescents With COVID-19: An International Experience

PEDIATRICS(2021)10.1542/peds.2020-042929

Top 11%

1.9DataRank

Top 11%49 citations

David Vizcaya, Andrea Pistillo, Paula Casajust, Anthony G. Sena, Lana Yin Hui Lai +37 more

Characteristics and outcomes of 627 044 COVID-19 patients living with and without obesity in the United States, Spain, and the United Kingdom

International Journal of Obesity(2021)10.1038/s41366-021-00893-4

Top 18%

1.2DataRank

Top 18%23 citations

Elena Roel, Andrea Pistillo, Anthony G. Sena, Albert Prats‐Uribe, Waheed‐Ul‐Rahman Ahmed +34 more

Unraveling COVID-19: A Large-Scale Characterization of 4.5 Million COVID-19 Cases Using CHARYBDIS

Clinical Epidemiology(2022)10.2147/clep.s323292

Top 22%

0.935DataRank

Top 22%26 citations

Talita Duarte‐Salles, Albert Prats‐Uribe, Anthony G. Sena, Andrea Pistillo, Sara Khalid +70 more

Characteristics and outcomes of patients with COVID-19 with and without prevalent hypertension: a multinational cohort study

BMJ Open(2021)10.1136/bmjopen-2021-057632

Top 25%

0.809DataRank

Top 25%15 citations

Andrea Pistillo, Sergio Fernández‐Bertolín, Martina Recalde, Elena Roel, Diana Puente +33 more

Occurrence and Timing of Subsequent Severe Acute Respiratory Syndrome Coronavirus 2 Reverse-transcription Polymerase Chain Reaction Positivity Among Initially Negative Patients

Clinical Infectious Diseases(2020)10.1093/cid/ciaa722

N/A

0.708DataRank · unranked

111 citations

Saurabh Gombar, Catherine A. Hogan, Alexander L. Greninger, Vikas N. O’Reilly-Shah, Chloe Bryson‐Cahn +10 more

Multinational patterns of second line antihyperglycaemic drug initiation across cardiovascular risk groups: federated pharmacoepidemiological evaluation in LEGEND-T2DM

BMJ Medicine(2023)10.1136/bmjmed-2023-000651

Top 29%

0.692DataRank

Top 29%28 citations

Lovedeep Singh Dhingra, Arya Aminorroaya, Kelly Li, Jin Zhou, Faaizah Arshad +42 more

Clinical entity augmented retrieval for clinical information extraction

npj Digital Medicine(2025)10.1038/s41746-024-01377-1

N/A

0.601DataRank · unranked

54 citations

Akshay Swaminathan, Karthik S. Vedula, Sanjana Narayanan, Fateme Nateghi Haredasht, P. Stephen +7 more

Characteristics and Outcomes of Over 300,000 Patients with COVID-19 and History of Cancer in the United States and Spain

Cancer Epidemiology Biomarkers & Prevention(2021)10.1158/1055-9965.epi-21-0266

Top 34%

0.576DataRank

Top 34%10 citations

Andrea Pistillo, Martina Recalde, Anthony G. Sena, Sergio Fernández‐Bertolín, María Aragón +48 more

INSPECT: A Multimodal Dataset for Pulmonary Embolism Diagnosis and Prognosis

arXiv (Cornell University)(2023)10.48550/arxiv.2311.10798

Top 39%

0.497DataRank

Top 39%7 citations

Zepeng Huo, Ethan Steinberg, Chia‐Chun Chiang, Matthew P. Lungren, Curtis P. Langlotz +4 more

Organizational Factors in Clinical Data Sharing for Artificial Intelligence in Health Care

JAMA Network Open(2023)10.1001/jamanetworkopen.2023.48422

N/A

0.477DataRank · unranked

23 citations

Madelena Y. Ng, Jin Long, Tina Hernandez‐Boussard, Nigam H. Shah, Adam S. Miner +3 more

ACE: the Advanced Cohort Engine for searching longitudinal patient records

Journal of the American Medical Informatics Association(2021)10.1093/jamia/ocab027

N/A

0.477DataRank · unranked

23 citations

Vladimir Polony, Jose Posada, Juan M. Banda, Saurabh Gombar, Nigam H. Shah +1 more

Characteristics and outcomes of COVID-19 patients with COPD from the United States, South Korea, and Europe

Wellcome Open Research(2022)10.12688/wellcomeopenres.17403.1

Top 48%

0.370DataRank

Top 48%5 citations

Katia Verhamme, Anna Ostropolets, Kristin Kostka, Talita Duarte-Sales, Daniel Prieto‐Alhambra +19 more

Characteristics and outcomes of 627 044 COVID-19 patients with and without obesity in the United States, Spain, and the United Kingdom

medRxiv(2020)10.1101/2020.09.02.20185173

Top 50%

0.351DataRank

Top 50%6 citations

Elena Roel, Andrea Pistillo, Anthony G. Sena, Albert Prats‐Uribe, Waheed‐Ul‐Rahman Ahmed +33 more

Merlin: A Computed Tomography Vision-Language Foundation Model and Dataset

arXiv (Cornell University)(2024)10.48550/arxiv.2406.06512

N/A

0.345DataRank · unranked

9 citations

Ashwin Kumar, Joseph Cohen, Liu, Jiaming, Liu, Longchao, Dave Van Veen +35 more

Characteristics and outcomes of COVID-19 patients with COPD from the United States, South Korea, and Europe

Wellcome Open Research(2023)10.12688/wellcomeopenres.17403.3

Top 51%

0.343DataRank

Top 51%4 citations

Katia Verhamme, Anna Ostropolets, Kristin Kostka, Talita Duarte-Sales, Daniel Prieto‐Alhambra +19 more

First, do NOHARM: a medical safety benchmark and randomized study of physician and AI teaming on clinical consultations

arXiv (Cornell University)(2025)10.48550/arxiv.2512.01241

N/A

0.335DataRank · unranked

5 citations

Fateme Nateghi Haredasht, Saloni Kumar Maharaj, Jain, Priyank, Jessica Tran, Matthew Gwiazdon +46 more

Against reflexive recalibration: towards a causal framework for addressing miscalibration

Diagnostic and Prognostic Research(2025)10.1186/s41512-024-00184-2

N/A

0.312DataRank · unranked

7 citations

Ujwal Srivastava, Lucia Tu, Iván López, Nigam H. Shah, Andrew J. Vickers +1 more

Multinational Patterns of Second-line Anti-hyperglycemic Drug Initiation Across Cardiovascular Risk Groups: A Federated Pharmacoepidemiologic Evaluation in LEGEND-T2DM

medRxiv(2022)10.1101/2022.12.27.22283968

Top 65%

0.208DataRank

Top 65%3 citations

Lovedeep Singh Dhingra, Arya Aminorroaya, Kelly Li, Jin Zhou, Faaizah Arshad +42 more

Democratizing Health Data for Translational Research

Biocomputing 2018(2018)10.1142/9789813235533_0022

N/A

0.208DataRank · unranked

3 citations

Nigam H. Shah, Jessica D. Tenenbaum, Lara Mangravite, Philip R.O Payne

Characteristics and outcomes of COVID-19 patients with COPD from the United States, South Korea, and Europe

Wellcome Open Research(2022)10.12688/wellcomeopenres.17403.2

Top 65%

0.193DataRank

Top 65%2 citations

Katia Verhamme, Anna Ostropolets, Kristin Kostka, Talita Duarte-Sales, Daniel Prieto‐Alhambra +19 more

Catalyzing Health AI by Fixing Payment Systems

NEJM AI(2025)10.1056/aipc2500871

N/A

0.192DataRank · unranked

2 citations

Prem Batchu-Green, Vikas Chowdhry, Olivier Elemento, Pranav Rajpurkar, Suchi Saria +3 more

Beta-2 adrenergic receptor agonism alters astrocyte phagocytic activity and has potential applications to psychiatric disease

Research Square(2022)10.21203/rs.3.rs-2086278/v1

N/A

0.104DataRank · unranked

1 citations

Ellen Bowen, Philip DiGiacomo, Hannah P. Fraser, Kevin A. Guttenplan, Benjamin Smith +6 more

Context Clues: Evaluating Long Context Models for Clinical Prediction Tasks on EHRs

arXiv (Cornell University)(2024)10.48550/arxiv.2412.16178

N/A

0DataRank · unranked

2 citations

Suhana Bedi, Miguel Hernandez, Ethan Steinberg, Jason Fries, Christopher Ré +3 more

Automating the Enterprise with Foundation Models

arXiv (Cornell University)(2024)10.48550/arxiv.2405.03710

N/A

0DataRank · unranked

0 citations

Avanika Narayan, Krista Opsahl-Ong, Quinn McIntyre, Nigam H. Shah, Christopher Ré +1 more

WONDERBREAD: A Benchmark + Dataset for Business Process Management (BPM) Tasks

arXiv (Cornell University)(2024)10.48550/arxiv.2406.13264

Top 100%

0DataRank

Top 100%0 citations

Avanika Narayan, Ben Viggiano, Ishan S. Khare, Tathagat Verma, Tibor Thompson +13 more

Time-to-Event Pretraining for 3D Medical Imaging

arXiv (Cornell University)(2024)10.48550/arxiv.2411.09361

N/A

0DataRank · unranked

0 citations

Jason Fries, Alejandro Lozano, Jeya Maria Jose Valanarasu, Ethan Steinberg, Louis Blankemeier +4 more

Reformulating patient stratification for targeting interventions by accounting for severity of downstream outcomes resulting from disease onset: a case study in sepsis

Journal of the American Medical Informatics Association(2025)10.1093/jamia/ocaf036

N/A

0DataRank · unranked

1 citations

Donna Tjandra, Thomas S. Valley, Hallie C. Prescott, Nigam H. Shah, Vincent X. Liu +3 more

Key takeaways from Stanford’s symposium on AI for Data Science

Journal of Clinical and Translational Science(2025)10.1017/cts.2025.10154

N/A

0DataRank · unranked

0 citations

John Auerbach, Laurence Baker, Jade Benjamin‐Chung, Melissa L. Bondy, Mary Boulos +13 more

Structured Prompts Improve Evaluation of Language Models

arXiv (Cornell University)(2025)10.48550/arxiv.2511.20836

N/A

0DataRank · unranked

0 citations

Muhammad Ahmed Mohsin, Vasiliki Bikia, Arnav Singhvi, Richard Gaus, Suhana Bedi +13 more

Ranitidine Use and Incident Cancer in a Multinational Cohort

JAMA Network Open(2023)10.1001/jamanetworkopen.2023.33495

N/A

0DataRank · unranked

18 citations

Seung In Seo, Thomas Falconer, Chen Yanover, Talita Duarte‐Salles, Sarah Seager +18 more

Language models are an effective representation learning technique for electronic health record data

Journal of Biomedical Informatics(2020)10.1016/j.jbi.2020.103637

N/A

0DataRank · unranked

125 citations

Ken Jung, Jason Fries, Conor K. Corbin, Stephen Pfohl, Nigam H. Shah +1 more

Assessing the accuracy of automatic speech recognition for psychotherapy

npj Digital Medicine(2020)10.1038/s41746-020-0285-8

N/A

0DataRank · unranked

69 citations

Albert Haque, Jason Fries, Scott L. Fleming, Denise E. Wilfley, G. Terence Wilson +7 more

Deep phenotyping: Embracing complexity and temporality—Towards scalability, portability, and interoperability

Journal of Biomedical Informatics(2020)10.1016/j.jbi.2020.103433

N/A

0DataRank · unranked

77 citations

Nigam H. Shah, George Hripcsak, Chunhua Weng

Occurrence and Timing of Subsequent SARS-CoV-2 RT-PCR Positivity Among Initially Negative Patients

medRxiv(2020)10.1101/2020.05.03.20089151

N/A

0DataRank · unranked

51 citations

Saurabh Gombar, Catherine A. Hogan, Alexander L. Greninger, Vikas N. O’Reilly-Shah, Chloe Bryson‐Cahn +10 more

SARS-CoV-2 Antibody Responses Correlate with Resolution of RNAemia But Are Short-Lived in Patients with Mild Illness

medRxiv(2020)10.1101/2020.08.15.20175794

N/A

0DataRank · unranked

34 citations

Oliver F. Wirz, Bryan Stevens, Abigail E. Powell, Catherine A. Hogan, Javaria Najeeb +22 more

Baseline characteristics, management, and outcomes of 55,270 children and adolescents diagnosed with COVID-19 and 1,952,693 with influenza in France, Germany, Spain, South Korea and the United States: an international network cohort study

medRxiv(2020)10.1101/2020.10.29.20222083

N/A

0DataRank · unranked

33 citations

David Vizcaya, Andrea Pistillo, Paula Casajust, Anthony G. Sena, Lana Yin Hui Lai +37 more

Baseline phenotype and 30-day outcomes of people tested for COVID-19: an international network cohort including >3.32 million people tested with real-time PCR and >219,000 tested positive for SARS-CoV-2 in South Korea, Spain and the United States

medRxiv(2020)10.1101/2020.10.25.20218875

N/A

0DataRank · unranked

11 citations

Lana Yin Hui Lai, Anthony G. Sena, David Vizcaya, Lisa M. Schilling, Vojtech Huser +48 more

A quality assessment tool for artificial intelligence-centered diagnostic test accuracy studies: QUADAS-AI

Nature Medicine(2021)10.1038/s41591-021-01517-0

N/A

0DataRank · unranked

252 citations

Hutan Ashrafian, Sherri Rose, Nigam H. Shah, Marzyeh Ghassemi, Robert Golub +35 more

COVID-19 in patients with autoimmune diseases: characteristics and outcomes in a multinational network of cohorts across three countries

Lara D. Veeken(2021)10.1093/rheumatology/keab250

N/A

0DataRank · unranked

53 citations

Anthony G. Sena, Albert Prats‐Uribe, Seng Chan You, Waheed‐Ul‐Rahman Ahmed, Kristin Kostka +41 more

Predictors of diagnostic transition from major depressive disorder to bipolar disorder: a retrospective observational network study

Translational Psychiatry(2021)10.1038/s41398-021-01760-6

N/A

0DataRank · unranked

53 citations

Jenna Reps, Michael E. Matheny, Scott L. DuVall, Kristine E. Lynch, Maura Beaton +13 more

Computational drug repositioning of atorvastatin for ulcerative colitis

Journal of the American Medical Informatics Association(2021)10.1093/jamia/ocab165

N/A

0DataRank · unranked

32 citations

Madeleine Scott, Ethan Steinberg, Laurynas Kalesinskas, Aida Habtezion, Nigam H. Shah +2 more

Assessment of Extractability and Accuracy of Electronic Health Record Data for Joint Implant Registries

JAMA Network Open(2021)10.1001/jamanetworkopen.2021.1728

N/A

0DataRank · unranked

14 citations

John W. Radin, Alison Callahan, Jason Fries, Eni Halilaj, Christopher Ré +4 more

Characteristics and outcomes of 118,155 COVID-19 individuals with a history of cancer in the United States and Spain

medRxiv(2021)10.1101/2021.01.12.21249672

Top 100%

0DataRank

Top 100%0 citations

Andrea Pistillo, Martina Recalde, Anthony G. Sena, Sergio Fernández‐Bertolín, María Aragón +48 more

DLMM as a lossless one-shot algorithm for collaborative multi-site distributed linear mixed models

Nature Communications(2022)10.1038/s41467-022-29160-4

N/A

0DataRank · unranked

28 citations

Md. Nazmul Islam, Natalie E. Sheils, John Buresh, Jenna Reps, Martijn J. Schuemie +23 more

A computational approach to measure the linguistic characteristics of psychotherapy timing, responsiveness, and consistency

npj Mental Health Research(2022)10.1038/s44184-022-00020-9

N/A

0DataRank · unranked

12 citations

Scott L. Fleming, Albert Haque, Jason Fries, Tim Althoff, Denise E. Wilfley +8 more

Uncovering the linguistic characteristics of psychotherapy: a computational approach to measure therapist language timing, responsiveness, and consistency

medRxiv(2022)10.1101/2022.04.24.22274227

N/A

0DataRank · unranked

3 citations

Scott L. Fleming, Albert Haque, Jason Fries, Tim Althoff, Denise E. Wilfley +8 more

Characterizing subgroup performance of probabilistic phenotype algorithms within older adults: A case study for dementia, mild cognitive impairment, and Alzheimer’s and Parkinson’s diseases

medRxiv(2022)10.1101/2022.09.20.22280172

N/A

0DataRank · unranked

0 citations

Nigam H. Shah, Vyjeyanthi S. Periyakoil, Juan M. Banda

DEPLOYR: a technical framework for deploying custom real-time machine learning models into the electronic medical record

Journal of the American Medical Informatics Association(2023)10.1093/jamia/ocad114

N/A

0DataRank · unranked

46 citations

Rob Maclay, Aakash Acharya, Sreedevi Mony, Soumya Punnathanam, Rahul Thapa +4 more

Defining the features and duration of antibody responses to SARS-CoV-2 infection associated with disease severity and outcome

Science Immunology(2020)10.1126/sciimmunol.abe0240

N/A

0DataRank · unranked

508 citations

Abigail E. Powell, Oliver F. Wirz, Bryan Stevens, Catherine A. Hogan, Javaria Najeeb +25 more

Characterizing subgroup performance of probabilistic phenotype algorithms within older adults: a case study for dementia, mild cognitive impairment, and Alzheimer’s and Parkinson’s diseases

JAMIA Open(2023)10.1093/jamiaopen/ooad043

N/A

0DataRank · unranked

3 citations

Nigam H. Shah, Vyjeyanthi S. Periyakoil, Juan M. Banda

Beta-2 adrenergic receptor agonism alters astrocyte phagocytic activity and has potential applications to psychiatric disease

Discover Mental Health(2023)10.1007/s44192-023-00050-5

N/A

0DataRank · unranked

4 citations

Phillip DiGiacomo, Hannah P. Fraser, Kevin A. Guttenplan, Benjamin Smith, Marlene L. Heberling +6 more

Using public clinical trial reports to probe non-experimental causal inference methods

BMC Medical Research Methodology(2023)10.1186/s12874-023-02025-0

N/A

0DataRank · unranked

2 citations

Nikolaos Ignatiadis, Steve Yadlowsky, Yizhe Xu, Nigam H. Shah, Ethan Steinberg

DEPLOYR: A technical framework for deploying custom real-time machine learning models into the electronic medical record

arXiv (Cornell University)(2023)10.48550/arxiv.2303.06269

N/A

0DataRank · unranked

2 citations

Rob Maclay, Aakash Acharya, Sreedevi Mony, Soumya Punnathanam, Rahul Thapa +4 more

Developing a Research Center for Artificial Intelligence in Medicine

Mayo Clinic Proceedings Digital Health(2024)10.1016/j.mcpdig.2024.07.005

N/A

0DataRank · unranked

13 citations

Johanna Inhyang Kim, Nigam H. Shah, Matthew P. Lungren, David B. Larson, Somalee Datta +6 more

Merlin: A Vision Language Foundation Model for 3D Computed Tomography

Research Square(2024)10.21203/rs.3.rs-4546309/v1

N/A

0DataRank · unranked

57 citations

Joseph Cohen, Ashwin Kumar, Dave Van Veen, Syed Jamal Safdar Gardezi, Magda Paschali +26 more

Nigam H. Shah

Indexed papers

Top data-sharing exemplar

Papers