Justin F. Rousseau

Also affiliated with Southwestern Medical Center, The University of Texas Southwestern Medical Center

Computer ScienceMedicinePsychology

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

6.2Author 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 →

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

Building a PubMed knowledge graph

Scientific Data(2020)10.1038/s41597-020-0543-2

Top 3%

6.2DataRank

Top 3%190 citations

Sunkyu Kim, Min Song, Minbyul Jeong, Donghyeon Kim, Jaewoo Kang +10 more

Papers

Driven by 35 papers — median percentile 48. Top paper: “Building a PubMed knowledge graph”.

Building a PubMed knowledge graph

Scientific Data(2020)10.1038/s41597-020-0543-2

Top 3%

6.2DataRank

Top 3%190 citations

Sunkyu Kim, Min Song, Minbyul Jeong, Donghyeon Kim, Jaewoo Kang +10 more

Evidence for stratified conflicts of interest policies in research contexts: a methodological review

BMJ Open(2022)10.1136/bmjopen-2022-063501

N/A

0DataRank · unranked

19 citations

Martha Sue Karnes, Jared T. Jensen, Nandini Sharma, Joshua B. Barbour, Zoltan P. Majdik +2 more

Associations Between Aggregate NLP-Extracted Conflicts of Interest and Adverse Events by Drug Product

Studies in health technology and informatics(2022)10.3233/shti220106

N/A

0DataRank · unranked

16 citations

Zoltan P. Majdik, Johua B. Barbour, Justin F. Rousseau, S. Scott Graham

A Content Analysis of Self-Reported Financial Relationships in Biomedical Research

AJOB Empirical Bioethics(2022)10.1080/23294515.2022.2160509

N/A

0DataRank · unranked

4 citations

Nandini Sharma, Martha Sue Karnes, Zoltan P. Majdik, Joshua B. Barbour, Justin F. Rousseau +1 more

Comparative Effectiveness of Dexamethasone in Treatment of Hospitalized COVID-19 Patients during the First Year of the Pandemic: The N3C Data Repository

medRxiv(2022)10.1101/2022.10.22.22281373

N/A

0DataRank · unranked

1 citations

Kaitlyn E. Johnson, Justin F. Rousseau, Paul J. Rathouz, Richard Zhou

Evaluating large language models on medical evidence summarization

npj Digital Medicine(2023)10.1038/s41746-023-00896-7

N/A

0DataRank · unranked

372 citations

Zhaoyi Sun, Betina Idnay, Jordan G. Nestor, Ali Soroush, Pierre Elias +7 more

Evaluating Large Language Models on Medical Evidence Summarization

medRxiv(2023)10.1101/2023.04.22.23288967

N/A

0DataRank · unranked

40 citations

Zhaoyi Sun, Betina Idnay, Jordan G. Nestor, Ali Soroush, Pierre Elias +7 more

Dissecting Clinical Features of COVID-19 in a Cohort of 21,312 Acute Care Patients

medRxiv(2023)10.1101/2023.11.27.23297171

N/A

0DataRank · unranked

1 citations

Elie Soloveichik, Netta Blinchevsky, Jaimie L. Miller, R. J. Morrison, Johanna Busch +5 more

SARS-CoV-2 Humoral Immune Responses in Convalescent Individuals Over 12 Months Reveal Severity-Dependent Antibody Dynamics

medRxiv(2023)10.1101/2023.12.05.23299462

N/A

0DataRank · unranked

0 citations

Maisey Schuler, Cole Maguire, Dzifa Amengor, Annalee W. Nguyen, Rebecca Wilen +16 more

Hidden flaws behind expert-level accuracy of multimodal GPT-4 vision in medicine

npj Digital Medicine(2024)10.1038/s41746-024-01185-7

N/A

0DataRank · unranked

120 citations

Fangyuan Chen, Yiliang Zhou, Ziyang Xu, Justin M. Cheung, Robert F. Chen +13 more

Features of acute COVID-19 associated with post-acute sequelae of SARS-CoV-2 phenotypes: results from the IMPACC study

Nature Communications(2024)10.1038/s41467-023-44090-5

N/A

0DataRank · unranked

60 citations

Naresh Doni Jayavelu, Shanshan Liu, Esther Melamed, Carly E. Milliren, Jingjing Qi +95 more

IgM N-glycosylation correlates with COVID-19 severity and rate of complement deposition

Nature Communications(2024)10.1038/s41467-023-44211-0

N/A

0DataRank · unranked

28 citations

Kyra Woloszczuk, Jintong Hou, Jennifer Connors, Gina Cusimano, Matthew R. Bell +94 more

Sample Size Considerations for Fine-Tuning Large Language Models for Named Entity Recognition Tasks: Methodological Study

JMIR AI(2024)10.2196/52095

N/A

0DataRank · unranked

27 citations

S. Scott Graham, Jade C Shiva Edward, Sabrina N Rodriguez, Martha Sue Karnes, Jared T. Jensen +3 more

Host-microbe multiomic profiling reveals age-dependent immune dysregulation associated with COVID-19 immunopathology

Science Translational Medicine(2024)10.1126/scitranslmed.adj5154

N/A

0DataRank · unranked

25 citations

Alexandra Tsitsiklis, Cole Maguire, Elias K. Haddad, Patrice M. Becker, Seunghee Kim‐Schulze +95 more

Patient Characteristics, Management, and Outcomes in a Novel Cohort of Primary Hyperparathyroidism

Journal of the Endocrine Society(2024)10.1210/jendso/bvae096

N/A

0DataRank · unranked

9 citations

Yaser ElNakieb, Christoph U. Lehmann, Justin F. Rousseau, Naim M. Maalouf, Vivek Sant

The risk and burden of thromboembolic and hemorrhagic events in patients with malignant gliomas receiving bevacizumab

Journal of Neuro-Oncology(2024)10.1007/s11060-023-04551-9

N/A

0DataRank · unranked

7 citations

Alexander Ou, Heather Lin, Timothy A. Gregory, Kristin Alfaro-Munoz, Ying Yuan +5 more

Beyond bias: Aggregate approaches to conflicts of interest research and policy in biomedical research

World Medical & Health Policy(2024)10.1002/wmh3.608

N/A

0DataRank · unranked

3 citations

Kimberlyn Harrison, Jade C Shiva Edward, Zoltan P. Majdik, Joshua B. Barbour, Justin F. Rousseau +1 more

Comparative effectiveness of dexamethasone in treatment of hospitalized COVID-19 patients in the United States during the first year of the pandemic: Findings from the National COVID Cohort Collaborative (N3C) data repository

PLoS ONE(2024)10.1371/journal.pone.0294892

N/A

0DataRank · unranked

1 citations

Kaitlyn E. Johnson, Justin F. Rousseau, Paul J. Rathouz, Richard Zhou

Hidden flaws behind expert-level accuracy of multimodal GPT-4 vision in medicine

PubMed(2024)10.48550/arxiv.2401.08396

N/A

0DataRank · unranked

2 citations

Fangyuan Chen, Yiliang Zhou, Ziyang Xu, Justin M. Cheung, Robert F. Chen +13 more

A MapReduce Approach to Effectively Utilize Long Context Information in Retrieval Augmented Language Models

arXiv (Cornell University)(2024)10.48550/arxiv.2412.15271

N/A

0DataRank · unranked

0 citations

Zihan Xu, Qiao Jin, Fangyi Chen, Yilu Fang, Yi Liu +6 more

Conflicts of Interest Publication Disclosures: Descriptive Study

JMIR Data(2024)10.2196/57779

N/A

0DataRank · unranked

0 citations

Jade Shiva, Nandini Sharma, Joshua B. Barbour, Zoltan P. Majdik, Justin F. Rousseau +1 more

Leveraging long context in retrieval augmented language models for medical question answering

npj Digital Medicine(2025)10.1038/s41746-025-01651-w

N/A

0DataRank · unranked

56 citations

Zihan Xu, Qiao Jin, Fangyi Chen, Yilu Fang, Yi Liu +6 more

A foundation model for human-AI collaboration in medical literature mining

Nature Communications(2025)10.1038/s41467-025-62058-5

N/A

0DataRank · unranked

18 citations

Lang Cao, Qiao Jin, Joey Wing Yan Chan, Nicholas Wan, Behdad Afzali +18 more

SDoH-GPT: using large language models to extract social determinants of health

Journal of the American Medical Informatics Association(2025)10.1093/jamia/ocaf094

N/A

0DataRank · unranked

12 citations

Haoyang Wang, Xizhi Wu, Song Wang, Xingyu Zhao, Yanshan Wang +9 more

SARS-CoV-2 humoral immune responses in convalescent individuals over 12 months reveal severity-dependent antibody dynamics

Communications Medicine(2025)10.1038/s43856-025-00828-4

N/A

0DataRank · unranked

9 citations

Maisey Schuler, Cole Maguire, Dzifa Amengor, Annalee W. Nguyen, Rebecca E Wilen +16 more

Host-microbe multiomic profiling identifies distinct COVID-19 immune dysregulation in solid organ transplant recipients

Nature Communications(2025)10.1038/s41467-025-55823-z

N/A

0DataRank · unranked

6 citations

Joanna Schaenman, Hoang Van Phan, Cole Maguire, Alexandra Tsitsiklis, Nadine Rouphael +93 more

Creating a collaborative culture of learning within a network of community mental health early psychosis programs in Texas

Schizophrenia Research(2025)10.1016/j.schres.2024.12.009

N/A

0DataRank · unranked

3 citations

Samantha J. Reznik, Vanessa V. Klodnick, Deborah A. Cohen, Neely Myers, Justin F. Rousseau +4 more

Clinical characteristics and longitudinal associations with obsessive-compulsive disorder in youth exposed to trauma

Journal of Mood and Anxiety Disorders(2025)10.1016/j.xjmad.2025.100117

N/A

0DataRank · unranked

3 citations

Paul J. Rathouz, Andrew G. Guzick, Jeffrey D. Shahidullah, Emily J. Bivins, David B. Riddle +9 more

Latent Classes of Adolescent Trauma Exposure, Posttraumatic Stress Disorder Symptoms, and Substance Use Predict Clinical Diagnoses at 12-Month Follow-Up

Chronic Stress(2025)10.1177/24705470251350144

N/A

0DataRank · unranked

2 citations

Josh M. Cisler, Shaunna L. Clark, Cody G. Dodd, Saman Siddiqui, Leslie Taylor +10 more

Dissecting clinical features of COVID-19 in a cohort of 21,312 acute care patients

Communications Medicine(2025)10.1038/s43856-025-00844-4

N/A

0DataRank · unranked

1 citations

Elie Soloveichik, Netta Blinchevsky, Jaimie L. Miller, R. J. Morrison, Johanna Busch +5 more

Advancing delirium detection through the Open Health Natural Language Processing Consortium and the Evolve to Next-Gen Accrual to Clinical Trials Network

The Journals of Gerontology Series A(2025)10.1093/gerona/glaf207

N/A

0DataRank · unranked

1 citations

Min Ji Kwak, Jaerong Ahn, Zhiyi Yue, Shreyas Ranganath, Joseph R. Applegate +27 more

Development and Validation of Natural Language Processing Algorithms in the ENACT National Electronic Health Record Research Network

medRxiv(2025)10.1101/2025.01.24.25321096

N/A

0DataRank · unranked

4 citations

Jordan Hilsman, Chenyu Li, Michele Morris, Paul M. Heider, Sunyang Fu +31 more

The structure of posttraumatic stress symptoms in youth with and without obsessive-compulsive disorder: New insights using factor and network analysis

Journal of Mood and Anxiety Disorders(2025)10.1016/j.xjmad.2025.100135

N/A

0DataRank · unranked

0 citations

Matti Cervin, Kendall N. Drummond, Jeffrey D. Shahidullah, Justin F. Rousseau, Cody G. Dodd +14 more

International Retrospective Observational Study of Continual Learning for AI on Endotracheal Tube Placement from Chest Radiographs

NEJM AI(2025)10.1056/aioa2500522

N/A

0DataRank · unranked

0 citations

Agustina Saenz, Oishi Banerjee, Henrik Marklund, Xiaoman Zhang, Shreya Johri +59 more

Development and validation of natural language processing algorithms in the national ENACT network

Journal of Clinical and Translational Science(2025)10.1017/cts.2025.10116

Top 100%

0DataRank

Top 100%0 citations

Jordan Hilsman, Chenyu Li, Michele Morris, Paul M. Heider, Sunyang Fu +31 more

Justin F. Rousseau

Indexed papers

Top data-sharing exemplar

Papers