Education
Medical School
UNIVERSITY OF OKLAHOMA COLLEGE OF MEDICINE (2010)
Internship
St. Mary Medical Center (2011), Internal Medicine
Residency
University of California San Diego (2014), Neurology

Research Interest
  • Biomedical Informatics
  • Clinical Informatics
  • Electronic Health Records
  • Electronic Medical Records
  • Natural Language Processing
  • Secondary Use of Electronic Health Records

Publications
Evaluating traumatic event scoring schemas for their predictive value to concurrent diagnostic profiles: Texas Childhood Trauma Research Network
Aksan N, Guzick AG, Taylor L, Richmond R, Liberzon I, Cross J, Garza C, Rousseau J, Shahidullah JD, Clark SL, Rathouz PJ, Dodd CG, Cisler J, Newport DJ, Wagner KD, Nemeroff CB Journal of affective disorders 2024 Jan 345 94-102
Evaluating large language models on medical evidence summarization
Tang L, Sun Z, Idnay B, Nestor JG, Soroush A, Elias PA, Xu Z, Ding Y, Durrett G, Rousseau JF, Weng C, Peng Y npj Digital Medicine 2023 Dec 6
Characterizing patterns of substance use in trauma exposed youth
Clark SL, Dodd CG, Taylor L, Stewart S, Yang N, Shahidullah JD, Guzick AG, Richmond R, Aksan N, Rathouz PJ, Rousseau JF, Newport DJ, Wagner KD, Nemeroff CB Journal of Psychiatric Research 2023 Nov 167 1-9
Relationship of Heterologous Virus Responses and Outcomes in Hospitalized COVID-19 Patients
Author Collaboration IN, Rosenberg-Hasson Y, Holmes TH, Diray-Arce J, Chen J, Kellogg R, Snyder M, Becker PM, Ozonoff A, Rouphael N, Reed EF, Maecker HT, Al Ozonoff O, Diray-Arce J, Milliren CE, McEnaney K, Barton B, Lentucci C, Saluvan M, Chang AC, Hoch A, Albert M, Shaheen T, Kho AT, Liu S, Thomas S, Chen J, Murphy MD, Cooney M, Syphurs C, Hayati AN, Bryant R, Abraham J, Schaenman J, Reed EF, Salehi-Rad R, Elashoff D, Brook J, Ramires-Sanchez E, Llamas M, Rivera A, Perdomo C, Ward DC, Magyar CE, Fulcher J, Pickering HC, Sen S, Jayavelu ND, Altman MC, Presnell S, Rousseau J Journal of Immunology 2023 Oct 211 1224-1231
AI-generated text may have a role in evidence-based medicine
Peng Y, Rousseau JF, Shortliffe EH, Weng C Nature medicine 2023 Jul 29 1593-1594
Multi-omic longitudinal study reveals immune correlates of clinical course among hospitalized COVID-19 patients
Author Collaboration IN, Diray-Arce J, Fourati S, Doni Jayavelu N, Patel R, Maguire C, Chang AC, Dandekar R, Qi J, Lee BH, van Zalm P, Schroeder A, Chen E, Konstorum A, Brito A, Gygi JP, Kho A, Chen J, Pawar S, Gonzalez-Reiche AS, Hoch A, Milliren CE, Overton JA, Westendorf K, Abraham J, Adkisson M, Albert M, Altamirano Torres L, Alvarenga B, Anderson ML, Anderson EJ, Arnett A, Asashima H, Atkinson MA, Baden LR, Barton B, Beach K, Beagle E, Becker PM, Bell MR, Bernui M, Bime C, Boddapati Kumar A, Booth LJ, Borresen B, Brakenridge SC, Bristow L, Bryant R, Calfee CS, Carreño Manuel J, Rousseau JF Cell Reports Medicine 2023 Jun 4
Less Likely Brainstorming: Using Language Models to Generate Alternative Hypotheses
Tang L, Peng Y, Wang Y, Ding Y, Durrett G, Rousseau JF 2023 12532-12555
Designing an interprofessional dementia specialty clinic: Conceptualization and evaluation of a patient-centered model
Aguirre A, Hilsabeck RC, O’Mahar K, Carberry KE, Ayers G, Bertelson J, Rousseau JF, Paydarfar D Journal of Interprofessional Care 2023 37 254-261
Attend Who is Weak: Pruning-assisted Medical Image Localization under Sophisticated and Implicit Imbalances
Jaiswal A, Chen T, Rousseau JF, Peng Y, Ding Y, Wang Z 2023 4976-4985
Understanding Factual Errors in Summarization: Errors, Summarizers, Datasets, Error Detectors
Tang L, Goyal T, Fabbri AR, Laban P, Xu J, Yavuz S, Kryściński W, Rousseau JF, Durrett G 2023 11626-11644