Justin F Rousseau (Justin Rousseau)

Scopus Author ID ORCID

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 34

Top Venues

medRxiv : the preprint server for health sciences

PloS one

NPJ digital medicine

JMIR AI

Dell Medical School at the University of Texas at Austin

Harvard Medical School (MSC)

This page only lists publications with an associated author ORCID identifier.

Affiliation History

Dell Medical School at the University of Texas at Austin Jul 15 2016

United States

Assistant Professor and Co-Director, Data Core :: Neurology and Population Health

Education History

Harvard Medical School

United States

MSC :: Biomedical Informatics

Publications

Zoltan P Majdik, S Scott Graham, Jade C Shiva Edward, Sabrina N Rodriguez, Martha Sue Karnes, Jared T Jensen, Joshua B Barbour, Justin F Rousseau
Sample Size Considerations for Fine-Tuning Large Language Models for Named Entity Recognition Tasks: Methodological Study. JMIR AI 3 (2024)
Zoltan P Majdik, S Scott Graham, Jade C Shiva Edward, Sabrina N Rodriguez, Martha Sue Karnes, Jared T Jensen, Joshua B Barbour, Justin F Rousseau
Sample Size Considerations for Fine-Tuning Large Language Models for Named Entity Recognition Tasks: Methodological Study. JMIR AI 3 (2024)
Vivek R Sant, Yaser ElNakieb, Christoph U Lehman, Justin F Rousseau, Naim M Maalouf
Patient Characteristics, Management, and Outcomes in a Novel Cohort of Primary Hyperparathyroidism. Journal of the Endocrine Society 8 (8) (2024)
Richard Zhou, Kaitlyn E Johnson, Justin F Rousseau, Paul J Rathouz, null null
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 19 (3) (2024)
Richard Zhou, Kaitlyn E Johnson, Justin F Rousseau, Paul J Rathouz, null null
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 19 (3) (2024)
Richard Zhou, Kaitlyn E Johnson, Justin F Rousseau, Paul J Rathouz, null null
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 19 (3) (2024)
Zoltan P Majdik, S Scott Graham, Jade C Shiva Edward, Sabrina N Rodriguez, Martha Sue Karnes, Jared T Jensen, Joshua B Barbour, Justin F Rousseau
Sample Size Considerations for Fine-Tuning Large Language Models for Named Entity Recognition Tasks: Methodological Study. JMIR AI 3 (2024)
Richard Zhou, Kaitlyn E Johnson, Justin F Rousseau, Paul J Rathouz, null null
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 19 (3) (2024)
Zoltan P Majdik, S Scott Graham, Jade C Shiva Edward, Sabrina N Rodriguez, Martha Sue Karnes, Jared T Jensen, Joshua B Barbour, Justin F Rousseau
Sample Size Considerations for Fine-Tuning Large Language Models for Named Entity Recognition Tasks: Methodological Study. JMIR AI 3 (2024)
Vivek R Sant, Yaser ElNakieb, Christoph U Lehman, Justin F Rousseau, Naim M Maalouf
Patient Characteristics, Management, and Outcomes in a Novel Cohort of Primary Hyperparathyroidism. Journal of the Endocrine Society 8 (8) (2024)
Zoltan P Majdik, S Scott Graham, Jade C Shiva Edward, Sabrina N Rodriguez, Martha Sue Karnes, Jared T Jensen, Joshua B Barbour, Justin F Rousseau
Sample Size Considerations for Fine-Tuning Large Language Models for Named Entity Recognition Tasks: Methodological Study. JMIR AI 3 (2024)
Qiao Jin, Fangyuan Chen, Yiliang Zhou, Ziyang Xu, Justin M Cheung, Robert Chen, Ronald M Summers, Justin F Rousseau, Peiyun Ni, Marc J Landsman, Sally L Baxter, Subhi J Al'Aref, Yijia Li, Alexander Chen, Josef A Brejt, Michael F Chiang, Yifan Peng, Zhiyong Lu
Hidden flaws behind expert-level accuracy of multimodal GPT-4 vision in medicine. NPJ digital medicine 7 (1) (2024)
Vivek R Sant, Yaser ElNakieb, Christoph U Lehman, Justin F Rousseau, Naim M Maalouf
Patient Characteristics, Management, and Outcomes in a Novel Cohort of Primary Hyperparathyroidism. Journal of the Endocrine Society 8 (8) (2024)
Qiao Jin, Fangyuan Chen, Yiliang Zhou, Ziyang Xu, Justin M Cheung, Robert Chen, Ronald M Summers, Justin F Rousseau, Peiyun Ni, Marc J Landsman, Sally L Baxter, Subhi J Al'Aref, Yijia Li, Alexander Chen, Josef A Brejt, Michael F Chiang, Yifan Peng, Zhiyong Lu
Hidden flaws behind expert-level accuracy of multimodal GPT-4 vision in medicine. NPJ digital medicine 7 (1) (2024)
Richard Zhou, Kaitlyn E Johnson, Justin F Rousseau, Paul J Rathouz, null null
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 19 (3) (2024)
Qiao Jin, Fangyuan Chen, Yiliang Zhou, Ziyang Xu, Justin M Cheung, Robert Chen, Ronald M Summers, Justin F Rousseau, Peiyun Ni, Marc J Landsman, Sally L Baxter, Subhi J Al'Aref, Yijia Li, Alexander Chen, Josef A Brejt, Michael F Chiang, Yifan Peng, Zhiyong Lu
Hidden flaws behind expert-level accuracy of multimodal GPT-4 vision in medicine. NPJ digital medicine 7 (1) (2024)
Qiao Jin, Fangyuan Chen, Yiliang Zhou, Ziyang Xu, Justin M Cheung, Robert Chen, Ronald M Summers, Justin F Rousseau, Peiyun Ni, Marc J Landsman, Sally L Baxter, Subhi J Al'Aref, Yijia Li, Alexander Chen, Josef A Brejt, Michael F Chiang, Yifan Peng, Zhiyong Lu
Hidden flaws behind expert-level accuracy of multimodal GPT-4 vision in medicine. NPJ digital medicine 7 (1) (2024)
Yifan Peng, Justin F Rousseau, Edward H Shortliffe, Chunhua Weng
AI-generated text may have a role in evidence-based medicine. Nature medicine (2023)
Nadia Siles, Maisey Schuler, Cole P Maguire, Dzifa Amengor, Annalee W Nguyen, Rebecca Wilen, Jacob Rogers, Sam Bazzi, Blaine Caslin, Christopher DiPasquale, Melissa Abigania, Eric Olson, Janelle Creaturo, Kerin Hurley, Todd A Triplett, Justin F Rousseau, Stephen M Strakowski, Dennis Wylie, Jennifer A Maynard, Lauren I R Ehrlich, Esther Melamed
SARS-CoV-2 Humoral Immune Responses in Convalescent Individuals Over 12 Months Reveal Severity-Dependent Antibody Dynamics. medRxiv : the preprint server for health sciences (2023)
Liyan Tang, Zhaoyi Sun, Betina Idnay, Jordan G Nestor, Ali Soroush, Pierre A Elias, Ziyang Xu, Ying Ding, Greg Durrett, Justin F Rousseau, Chunhua Weng, Yifan Peng
Evaluating Large Language Models on Medical Evidence Summarization. medRxiv : the preprint server for health sciences (2023)
Liyan Tang, Zhaoyi Sun, Betina Idnay, Jordan G Nestor, Ali Soroush, Pierre A Elias, Ziyang Xu, Ying Ding, Greg Durrett, Justin F Rousseau, Chunhua Weng, Yifan Peng
Evaluating Large Language Models on Medical Evidence Summarization. medRxiv : the preprint server for health sciences (2023)
Nadia Siles, Maisey Schuler, Cole P Maguire, Dzifa Amengor, Annalee W Nguyen, Rebecca Wilen, Jacob Rogers, Sam Bazzi, Blaine Caslin, Christopher DiPasquale, Melissa Abigania, Eric Olson, Janelle Creaturo, Kerin Hurley, Todd A Triplett, Justin F Rousseau, Stephen M Strakowski, Dennis Wylie, Jennifer A Maynard, Lauren I R Ehrlich, Esther Melamed
SARS-CoV-2 Humoral Immune Responses in Convalescent Individuals Over 12 Months Reveal Severity-Dependent Antibody Dynamics. medRxiv : the preprint server for health sciences (2023)
Nadia Siles, Maisey Schuler, Cole P Maguire, Dzifa Amengor, Annalee W Nguyen, Rebecca Wilen, Jacob Rogers, Sam Bazzi, Blaine Caslin, Christopher DiPasquale, Melissa Abigania, Eric Olson, Janelle Creaturo, Kerin Hurley, Todd A Triplett, Justin F Rousseau, Stephen M Strakowski, Dennis Wylie, Jennifer A Maynard, Lauren I R Ehrlich, Esther Melamed
SARS-CoV-2 Humoral Immune Responses in Convalescent Individuals Over 12 Months Reveal Severity-Dependent Antibody Dynamics. medRxiv : the preprint server for health sciences (2023)
Liyan Tang, Zhaoyi Sun, Betina R Idnay, Jordan Gabriela Nestor, Ali Soroush, Pierre A Elias, Ziyang Xu, Ying Ding, Greg Durrett, Justin F Rousseau, Chunhua Weng, Yifan Peng
Evaluating large language models on medical evidence summarization. NPJ digital medicine 6 (1) (2023)
Liyan Tang, Zhaoyi Sun, Betina Idnay, Jordan G Nestor, Ali Soroush, Pierre A Elias, Ziyang Xu, Ying Ding, Greg Durrett, Justin F Rousseau, Chunhua Weng, Yifan Peng
Evaluating Large Language Models on Medical Evidence Summarization. medRxiv : the preprint server for health sciences (2023)
S Scott Graham, Martha S Karnes, Jared T Jensen, Nandini Sharma, Joshua B Barbour, Zoltan P Majdik, Justin F Rousseau
Evidence for stratified conflicts of interest policies in research contexts: a methodological review. BMJ open 12 (9) (2022)
Richard Zhou, Kaitlyn E Johnson, Justin F Rousseau, Paul J Rathouz, null null
Comparative Effectiveness of Dexamethasone in Treatment of Hospitalized COVID-19 Patients during the First Year of the Pandemic: The N3C Data Repository. medRxiv : the preprint server for health sciences (2022)
Qiujun Shao, Karen L Rascati, Jamie C Barner, Kenneth A Lawson, Kalyani B Sonawane, Justin F Rousseau
Healthcare utilization and costs among patients with chronic migraine, episodic migraine, and tension-type headache enrolled in commercial insurance plans. Headache 62 (2) (2022)
Ann Marie Navar, Ahmed A Kolkailah, Robert Overton, Nishant P Shah, Justin F Rousseau, Greg C Flaker, Michael P Pignone, Eric D Peterson
Trends in Oral Anticoagulant Use Among 436 864 Patients With Atrial Fibrillation in Community Practice, 2011 to 2020. Journal of the American Heart Association 11 (22) (2022)
S Scott Graham, Nandini Sharma, Martha S Karnes, Zoltan P Majdik, Joshua B Barbour, Justin F Rousseau
A Content Analysis of Self-Reported Financial Relationships in Biomedical Research. AJOB empirical bioethics (2022)
Vladimir I Valtchinov, Shawn N Murphy, Ronilda C Lacson, Nikolay Ikonomov, Bingxue K Zhai, Katherine Andriole, Justin F Rousseau, Dick Hanson, Isaac S Kohane, Ramin Khorasani
Analytics to monitor local impact of the Protecting Access to Medicare Act's imaging clinical decision support requirements. Journal of the American Medical Informatics Association : JAMIA 29 (11) (2022)
S Scott Graham, Zoltan P Majdik, Joshua B Barbour, Justin F Rousseau
A dashboard for exploring clinical trials sponsorship and potential virtual monopolies. JAMIA open 4 (4) (2021)
Xin Li, Justin F Rousseau, Ying Ding, Min Song, Wei Lu
Understanding Drug Repurposing From the Perspective of Biomedical Entities and Their Evolution: Bibliographic Research Using Aspirin. JMIR medical informatics 8 (6) (2020)
Jian Xu, Sunkyu Kim, Min Song, Minbyul Jeong, Donghyeon Kim, Jaewoo Kang, Justin F Rousseau, Xin Li, Weijia Xu, Vetle I Torvik, Yi Bu, Chongyan Chen, Islam Akef Ebeid, Daifeng Li, Ying Ding
Building a PubMed knowledge graph. Scientific data 7 (1) (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Justin F Rousseau (Justin Rousseau)