Justin Starren

Also affiliated with Institute for Medical Informatics and Biostatistics

Health ProfessionsBiochemistry, Genetics and Molecular BiologyMedicine

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 3%percentile

1.2Author DataRank

Indexed papers

3in 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 3 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.

Northwestern University resource and education development initiatives to advance collaborative artificial intelligence across the learning health system

Learning Health Systems(2024)10.1002/lrh2.10417

Top 45%

0.407DataRank

Top 45%10 citations

Chengsheng Mao, L. Nelson Sanchez‐Pinto, Faraz S. Ahmad, Andrew M. Naidech, Luke V. Rasmussen +29 more

Papers

Driven by 35 papers — median percentile 53. Top paper: “Examining perspectives on the adoption and use of computer-based patient-reported outcomes among clinicians and health professionals: a Q methodology study”.

Examining perspectives on the adoption and use of computer-based patient-reported outcomes among clinicians and health professionals: a Q methodology study

Journal of the American Medical Informatics Association(2021)10.1093/jamia/ocab257

N/A

0.457DataRank · unranked

20 citations

Annette L. Valenta, Justin Starren, Joanna Abraham, Therese Allen Nelson, Karl M. Kochendorfer +4 more

Northwestern University resource and education development initiatives to advance collaborative artificial intelligence across the learning health system

Learning Health Systems(2024)10.1002/lrh2.10417

Top 45%

0.407DataRank

Top 45%10 citations

Chengsheng Mao, L. Nelson Sanchez‐Pinto, Faraz S. Ahmad, Andrew M. Naidech, Luke V. Rasmussen +29 more

Seamless Integration of Computer-Adaptive Patient Reported Outcomes into an Electronic Health Record

Applied Clinical Informatics(2023)10.1055/a-2235-9557

N/A

0.385DataRank · unranked

12 citations

Luke V. Rasmussen, Nan Rothrock, Zeeshan Butt, Michael Bass, Kristina Davis +10 more

The prevalence of postacute sequelae of coronavirus disease 2019 in solid organ transplant recipients: Evaluation of risk in the National COVID Cohort Collaborative

American Journal of Transplantation(2024)10.1016/j.ajt.2024.06.001

Top 47%

0.382DataRank

Top 47%8 citations

Makayla Schissel, Alfred J Anzalone, Ran Dai, Evan T French, Amy L. Olex +95 more

National COVID Cohort Collaborative data enhancements: a path for expanding common data models

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae299

Top 49%

0.367DataRank

Top 49%7 citations

Marshall Clark, Sofia Dard, Stephanie Hong, Elizabeth Kelly, Kristin Kostka +95 more

Development of a social and environmental determinants of health informatics maturity model

Journal of Clinical and Translational Science(2023)10.1017/cts.2023.691

N/A

0.330DataRank · unranked

8 citations

Shruti Sehgal, Jimmy Phuong, Neil Bahroos, Justin Starren, Adam Wilcox +2 more

Transitions in lung microbiota landscape associate with distinct patterns of pneumonia progression

Cell Host & Microbe(2025)10.1016/j.chom.2025.11.011

N/A

0.269DataRank · unranked

5 citations

Stefanie Huttelmaier, Chiagozie I. Pickens, Anahid A. Moghadam, Hiam Abdala‐Valencia, Jiaxian Shen +95 more

Risk of severe acute respiratory syndrome coronavirus 2 infection among women with polycystic ovary syndrome

Fertility and Sterility(2023)10.1016/j.fertnstert.2023.01.025

N/A

0.269DataRank · unranked

5 citations

Mary Regina Boland, Anuja Dokras, Melissa A Haendel, Christopher G. Chute, Anita Walden +67 more

Paging the Clinical Informatics Community: Respond STAT to Dobbs v. Jackson's Women's Health Organization

Applied Clinical Informatics(2022)10.1055/a-2000-7590

N/A

0.241DataRank · unranked

4 citations

Akshay Ravi, Benjamin Weia, Jos Aarts, Hasan B. Ahmad, Ellen Araj +82 more

COVID-19 outcomes in persons with hemophilia: results from a US-based national COVID-19 surveillance registry

Journal of Thrombosis and Haemostasis(2023)10.1016/j.jtha.2023.04.040

N/A

0DataRank · unranked

2 citations

Linder Wendt, Chris Ortman, Ragha Srinivasan, Christopher G. Chute, Elizabeth A. Chrischilles +92 more

Outcomes of patients with active cancers and pre-existing cardiovascular diseases infected with SARS-CoV-2

Cardio-Oncology(2023)10.1186/s40959-023-00187-w

N/A

0DataRank · unranked

2 citations

Scott A. Chapman, Jake T. Neumann, Aayush Visaria, Oluwabunmi Ogungbe, Sijin Wen +94 more

Developing a standardized but extendable framework to increase the findability of infectious disease datasets

Scientific Data(2023)10.1038/s41597-023-01968-9

N/A

0DataRank · unranked

18 citations

Marco Alvarado Cano, José Bento, Candice Czech, Mengjia Kang, Lars Pache +15 more

Pragmatic Research and Clinical Duties: Solutions Through Precision AI-Enabled Clinically Embedded Research

The American Journal of Bioethics(2023)10.1080/15265161.2023.2217126

N/A

0DataRank · unranked

0 citations

Matt Baumann, Shruti Sehgal, Justin Starren, Russell Steans, Amanda Venables +2 more

Characterizing the impact of SARS-CoV-2 reinfection on surgical outcomes

British journal of surgery(2023)10.1093/bjs/znad436

N/A

0DataRank · unranked

0 citations

Tahseen Shaik, Bethany Canales, Xin Yang, Anikó Szabó, Kathryn K. Lauer +94 more

Tree-based classification model for Long-COVID infection prediction with age stratification using data from the National COVID Cohort Collaborative

JAMIA Open(2024)10.1093/jamiaopen/ooae111

N/A

0DataRank · unranked

2 citations

Hayoung Jeong, Leeor Hershkovich, Peter Cho, Karnika Singh, Lauren Lederer +94 more

Associations of County-Level Social Determinants of Health with COVID-19 Related Hospitalization Among People with HIV: A Retrospective Analysis of the U.S. National COVID Cohort Collaborative (N3C)

AIDS and Behavior(2024)10.1007/s10461-024-04466-0

N/A

0DataRank · unranked

5 citations

Eric Hurwitz, Dongmei Li, Marlene Camacho‐Rivera, Jing Sun, Sandra E. Safo +79 more

From Alpha to Omicron and Beyond: Associations Between SARS-CoV-2 Variants and Surgical Outcomes

Journal of Surgical Research(2024)10.1016/j.jss.2024.05.034

N/A

0DataRank · unranked

3 citations

Thomas Geißler, Gopika SenthilKumar, Carson J. Gehl, Tahseen Shaik, Madelyn A. Flitcroft +95 more

Decreasing Case Fatality Rates for Patients With Cirrhosis Infected With SARS-CoV-2: A National COVID Cohort Collaborative Study

Clinical Gastroenterology and Hepatology(2024)10.1016/j.cgh.2024.07.028

N/A

0DataRank · unranked

1 citations

Aryana T. Far, Jean Digitale, Mark J. Pletcher, Jennifer C. Lai, Adam B. Wilcox +92 more

The Intersections of COVID-19, HIV, and Race/Ethnicity: Machine Learning Methods to Identify and Model Risk Factors for Severe COVID-19 in a Large U.S. National Dataset

AIDS and Behavior(2024)10.1007/s10461-024-04266-6

N/A

0DataRank · unranked

3 citations

Kollin W. Rott, Eric Hurwitz, Ken M. Kunisaki, Jing Sun, Kenneth J. Wilkins +93 more

Evolution of a Graph Model for the OMOP Common Data Model

Applied Clinical Informatics(2024)10.1055/s-0044-1791487

N/A

0DataRank · unranked

1 citations

Jose A. Alvarado-Guzman, Luke V. Rasmussen, Justin Starren, Mengjia Kang

Precision Accelerated Clinically Embedded Research (PACER): A Model Architecture for Supporting Rapid Scalable Point-of-Care Research

SocArXiv (OSF Preprints)(2024)10.31235/osf.io/dfu9c

N/A

0DataRank · unranked

1 citations

E Friedman, Shruti Sehgal, Mohammad Hosseini, Matthew Russell Steans, Matthew J. Baumann +3 more

PhenoFit: a framework for determining computable phenotyping algorithm fitness for purpose and reuse

Journal of the American Medical Informatics Association(2025)10.1093/jamia/ocaf195

N/A

0DataRank · unranked

2 citations

Luke V. Rasmussen, Rebecca T. Levinson, Jennifer Malinowski, Sheila M. Manemann, Melissa P. Wilson +7 more

Large language models accurately identify immunosuppression in intensive care unit patients

Journal of the American Medical Informatics Association(2025)10.1093/jamia/ocaf141

N/A

0DataRank · unranked

1 citations

Mengjia Kang, M. Bak, Steven Tran, Anna Pawlowski, Prasanth Nannapaneni +87 more

A maturity model for Clinical Trials Management Ecosystem

Journal of Clinical and Translational Science(2025)10.1017/cts.2024.1168

N/A

0DataRank · unranked

0 citations

E. Chris Pua, Svetlana Rojevsky, Michael J. Becich, Joshua Fehrmann, Boyd M. Knosp +5 more

PhenoFit: A Framework for Determining Computable Phenotyping Algorithm Fitness for Purpose and Reuse

(2025)10.31219/osf.io/mdgkv_v1

N/A

0DataRank · unranked

0 citations

Luke V. Rasmussen, Rebecca T. Levinson, Jennifer Malinowski, Sheila M. Manemann, Melissa P. Wilson +7 more

Planning for patient-reported outcome implementation: Development of decision tools and practical experience across four clinics

Journal of Clinical and Translational Science(2020)10.1017/cts.2020.37

N/A

0DataRank · unranked

30 citations

Brigitte Anderson, Jiang Bian, Andrew D. Boyd, Shirley Burton, Kristina Davis +15 more

Demonstration of Interoperability Between MIDRC and N3C: A COVID-19 Severity Prediction Use Case

Journal of Imaging Informatics in Medicine(2025)10.1007/s10278-025-01605-4

N/A

0DataRank · unranked

0 citations

Rachel Baccile, Hui Li, Karen Drukker, Christopher Meyer, Nicholas P. Gruszauskas +95 more

Vaccination Against SARS-CoV-2 Decreases Risk of Adverse Events in Patients who Develop COVID-19 Following Cancer Surgery

Annals of Surgical Oncology(2022)10.1245/s10434-022-12916-z

N/A

0DataRank · unranked

8 citations

Nicolas K. Koerber, Anikó Szabó, Bradley Taylor, J Njeri Wainaina, Douglas B. Evans +94 more

Development of Food Allergy Data Dictionary: Toward a Food Allergy Data Commons

The Journal of Allergy and Clinical Immunology In Practice(2022)10.1016/j.jaip.2022.02.024

N/A

0DataRank · unranked

5 citations

Ruchi S. Gupta, Mark Wlodarski, Lucy Bilaver, Firas Wehbe, Jonathan M. Spergel +5 more

A machine learning approach identifies unresolving secondary pneumonia as a contributor to mortality in patients with severe pneumonia, including COVID-19

medRxiv(2022)10.1101/2022.09.23.22280118

N/A

0DataRank · unranked

2 citations

Nikolay S. Markov, Thomas Stoeger, Anna Pawlowski, Mengjia Kang, Prasanth Nannapaneni +16 more

Developing a standardized but extendable framework to increase the findability of infectious disease datasets

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.10.10.511492

N/A

0DataRank · unranked

0 citations

Marco Alvarado Cano, José Bento, Candice Czech, Mengjia Kang, Lars Pache +14 more

Machine learning links unresolving secondary pneumonia to mortality in patients with severe pneumonia, including COVID-19

Journal of Clinical Investigation(2023)10.1172/jci170682

N/A

0DataRank · unranked

55 citations

Nikolay S. Markov, Thomas Stoeger, Anna Pawlowski, Mengjia Kang, Prasanth Nannapaneni +15 more

Risk for stillbirth among pregnant individuals with SARS-CoV-2 infection varied by gestational age

American Journal of Obstetrics and Gynecology(2023)10.1016/j.ajog.2023.02.022

N/A

0DataRank · unranked

18 citations

Chen Liang, Jihong Liu, Peiyin Hung, Jiajia Zhang, Berry A. Campbell +94 more

Hormone replacement therapy and COVID-19 outcomes in solid organ transplant recipients compared with the general population

American Journal of Transplantation(2023)10.1016/j.ajt.2023.04.020

N/A

0DataRank · unranked

3 citations

Alfred J Anzalone, Makayla Schissel, Ran Dai, Evan French, Amy L. Olex +91 more

National Trends in Anticoagulation Therapy for COVID-19 Hospitalized Adults in the United States: Analyses of the National COVID Cohort Collaborative

The Journal of Infectious Diseases(2023)10.1093/infdis/jiad194

N/A

0DataRank · unranked

3 citations

Benjamin Bates, Nathaniel Kuhrt, Kathleen M. Andersen, Aayush Visaria, Rachel Patel +93 more

Justin Starren

Indexed papers

Top data-sharing exemplar

Papers