JustinFRousseauMD

Neurology • Austin, TX

Assistant Professor, Departments of Neurology and Population Health

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Office
1500 Red River Street
Austin, TX 78701
Phone+1 512-324-3540
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Education & Training

University of California (San Diego) Medical CenterResidency, Neurology, 2011 - 2014
St Mary Medical CenterInternship, Internal Medicine, 2010 - 2011
University of Oklahoma College of MedicineClass of 2010
University of Central OklahomaNo Degree, Post-Baccalaureate Studies, Focus: Medical School Prerequisite Courses, 2004 - 2006
University of VirginiaB.S., Systems Engineering, Focus: Management Information Systems, 1998 - 2002

Certifications & Licensure

TX State Medical License 2016 - 2024
CA State Medical License 2012 - 2023
MA State Medical License 2014 - 2017
American Board of Preventive Medicine Clinical Informatics
American Board of Psychiatry and Neurology Neurology

Awards, Honors, & Recognition

Golden Neuron Award – Outstanding Adult Neurology Resident University of California, San Diego, 2014
Sooner Heritage Scholarship University of Oklahoma, 2009
Freda Sornsen Plummer Scholarship University of Oklahoma, 2008
Sooner Heritage Scholarship, Tuition Waiver University of Oklahoma, 2008
Award, Community Involvement Report Oklahoma Academy of Family Physicians, 2007
Freda Sornsen Plummer Scholar in recognition of 4.0 grade point average during the 2006 – 2007 academic year University of Oklahoma, 2007
Educational Grant, American Medical Association (AMA) Student Assist Scholar University of Oklahoma, 2006
Recognition of Outstanding Academic Achievement among first and second year college students National Society of Collegiate Scholars, 1999
Recognition of First Year Academic Excellence in Institutions of Higher Learning Phi Eta Sigma, National Honor Society, 1999
Delta Tau Delta Fraternity 1999
Ian Rennert Memorial Award, "given to a senior who displays a fullness of vision which unifies and elevates his or her endeavors, whether they be academic, artistic, or athletic beyond the scope of ordinary achievement." Casady School, 1998
Clarence Burg Achievement Award, four consecutive years of piano performance, I or I+ rating on the state level 1998
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Publications & Presentations

PubMed

The role of resilience in the development of depression, anxiety, and post-traumatic stress disorder after trauma in children and adolescents.
Arjun V Srivastava, Ryan Brown, D Jeffrey Newport, Justin F Rousseau, Karen D Wagner, Andrew Guzick, Cecilia Devargas, Cynthia Claassen, Irma T Ugalde, Amy Garrett, Ki...> ;Psychiatry Research. 2024 Apr 1
SARS-CoV-2 Humoral Immune Responses in Convalescent Individuals Over 12 Months Reveal Severity-Dependent Antibody Dynamics.
Siles, N., Schuler, M., Maguire, C., Amengor, D., Nguyen, A., Wilen, R., Rogers, J., Bazzi, S., Caslin, B., DiPasquale, C., Abigania, M., Olson, E., Creaturo, J., Hurl...> ;Medrxiv. 2023 Dec 7
1 citations
Evaluating traumatic event scoring schemas for their predictive value to concurrent diagnostic profiles: Texas Childhood Trauma Research Network.
Nazan Aksan, Andrew G Guzick, Leslie Taylor, Robyn Richmond, Israel Liberzon, Jeremyra Cross, Cynthia Garza, Justin Rousseau, Jeffrey D Shahidullah, Shaunna L Clark, P...> ;Journal of Affective Disorders. 2024 Jan 15
Characterizing patterns of substance use in trauma exposed youth.
Shaunna L Clark, Cody G Dodd, Leslie Taylor, Sunita Stewart, Nancy Yang, Jeffrey D Shahidullah, Andrew G Guzick, Robyn Richmond, Nazan Aksan, Paul J Rathouz, Justin F ...> ;Journal of Psychiatric Research. 2023 Sep 25
1 citations
Evaluating large language models on medical evidence summarization.
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, Xu...> ;NPJ Digital Medicine. 2023 Aug 24
7 citations
AI-generated text may have a role in evidence-based medicine.
Yifan Peng, Justin F Rousseau, Edward H Shortliffe, Chunhua Weng> ;Nature Medicine. 2023 Jul 1
10 citations
Evaluating Large Language Models on Medical Evidence Summarization.
Liyan Tang, Zhaoyi Sun, Betina Idnay, Jordan G Nestor, Ali Soroush, Pierre A Elias, Ziyang Xu, Ying Ding, Greg Durrett, Justin Rousseau, Chunhua Weng, Yifan Peng> ;Medrxiv. 2023 Apr 24
A Content Analysis of Self-Reported Financial Relationships in Biomedical Research.
S Scott Graham, Nandini Sharma, Martha S Karnes, Zoltan P Majdik, Joshua B Barbour, Justin F Rousseau> ;AJOB Empirical Bioethics. 2022 Dec 28
14 citations
Trends in Oral Anticoagulant Use Among 436 864 Patients With Atrial Fibrillation in Community Practice, 2011 to 2020.
Ann Marie Navar, Ahmed A Kolkailah, Robert Overton, Nishant P Shah, Justin F Rousseau, Greg C Flaker, Michael P Pignone, Eric D Peterson> ;Journal of the American Heart Association. 2022 Nov 15
5 citations
Methods for development and application of data standards in an ontology-driven information model for measuring, managing, and computing social determinants of health ...
Justin F Rousseau, Eliel Oliveira, William M Tierney, Anjum Khurshid> ;Journal of Biomedical Informatics. 2022 Dec 1
3 citations
Real-world opioid use among patients with migraine enrolled in US commercial insurance and risk factors associated with migraine progression.
Qiujun Shao, Karen L Rascati, Kenneth A Lawson, Jamie C Barner, Kalyani B Sonawane, Justin F Rousseau> ;Journal of Managed Care & Specialty Pharmacy. 2022 Nov 1
Evidence for stratified conflicts of interest policies in research contexts: a methodological review.
S Scott Graham, Martha S Karnes, Jared T Jensen, Nandini Sharma, Joshua B Barbour, Zoltan P Majdik, Justin F Rousseau> ;BMJ Open. 2022 Sep 19
Analytics to monitor local impact of the Protecting Access to Medicare Act's imaging clinical decision support requirements.
Vladimir I Valtchinov, Shawn N Murphy, Ronilda Lacson, Nikolay Ikonomov, Bingxue K Zhai, Katherine Andriole, Justin Rousseau, Dick Hanson, Isaac S Kohane, Ramin Khorasani> ;Journal of the American Medical Informatics Association. 2022 Oct 7
3 citations
Trustworthy assertion classification through prompting.
Song Wang, Liyan Tang, Akash Majety, Justin F Rousseau, George Shih, Ying Ding, Yifan Peng> ;Journal of Biomedical Informatics. 2022 Aug 1
3 citations
Associations Between Aggregate NLP-Extracted Conflicts of Interest and Adverse Events by Drug Product.
S Scott Graham, Zoltan P Majdik, Johua B Barbour, Justin F Rousseau> ;Studies in Health Technology and Informatics. 2022 Jun 6
2 citations
EchoGen: A New Benchmark Study on Generating Conclusions from Echocardiogram Notes.
Liyan Tang, Shravan Kooragayalu, Yanshan Wang, Ying Ding, Greg Durrett, Justin F Rousseau, Yifan Peng> ;Proceedings of the Conference. Association for Computational Linguistics. Meeting. 2022 May 1
Designing an interprofessional dementia specialty clinic: Conceptualization and evaluation of a patient-centered model.
Alyssa Aguirre, Robin C Hilsabeck, Kerry O'Mahar, Kathleen E Carberry, Gayle Ayers, John Bertelson, Justin F Rousseau, David Paydarfar> ;Journal of Interprofessional Care. 2022 Apr 24
4 citations
Healthcare utilization and costs among patients with chronic migraine, episodic migraine, and tension-type headache enrolled in commercial insurance plans.
Qiujun Shao, Karen L Rascati, Jamie C Barner, Kenneth A Lawson, Kalyani B Sonawane, Justin F Rousseau> ;Headache. 2022 Feb 1
3 citations
RadBERT-CL: Factually-Aware Contrastive Learning For Radiology Report Classification.
Ajay Jaiswal, Liyan Tang, Meheli Ghosh, Justin F Rousseau, Yifan Peng, Ying Ding> ;Proceedings of Machine Learning Research. 2021 Dec 1
2 citations
SCALP - Supervised Contrastive Learning for Cardiopulmonary Disease Classification and Localization in Chest X-rays using Patient Metadata.
Ajay Jaiswal, Tianhao Li, Cyprian Zander, Yan Han, Justin F Rousseau, Yifan Peng, Ying Ding> ;Proceedings. IEEE International Conference on Data Mining. 2021 Dec 1
A dashboard for exploring clinical trials sponsorship and potential virtual monopolies.
S. Scott Graham, Zoltan P. Majdik, Joshua B. Barbour, Justin F. Rousseau> ;JAMIA Open. 2021 Oct 8
2 citations
Letter to the editor in response to "Risk prediction of delirium in hospitalized patients using machine learning: an implementation and prospective evaluation study".
Justin F. Rousseau, William M. Tierney> ;Journal of the American Medical Informatics Association. 2021 Mar 1
1 citations
Can emergency department provider notes help to achieve more dynamic clinical decision support
Justin F. Rousseau, Ivan K. Ip, Ali S. Raja, Jeremiah D. Schuur, Ramin Khorasani> ;Journal of the American College of Emergency Physicians Open. 2020 Aug 25
38 citations
Building a PubMed knowledge graph.
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 Ebei...> ;Scientific Data. 2020 Jun 26
6 citations
Understanding Drug Repurposing From the Perspective of Biomedical Entities and Their Evolution: Bibliographic Research Using Aspirin.
Xin Li, Justin F. Rousseau, Ying Ding, Min Song, Wei Lu> ;JMIR Medical Informatics. 2020 Jun 16
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Journal Articles

Prosodic stress: Acoustic, aphasic, aprosodic and neuroanatomic interactions
Ross E, Shayya L, Rousseau J, Journal of Neurolinguistics, 1/1/2013

Lectures

Suspected Huntington’s Disease: When the Genetics are Negative
University of California, San Diego - 1/15/2012
Managing the Maintenance of Virginia’s Roads and Highways
University of Virginia - 1/1/2002

Other

Undergraduate Thesis, Application of a Risk-Cost-Benefit Analysis to the Maintenance of the Virginia Highway System
Rousseau J
University of Virginia, School of Engineering and Applied Science - 1/1/2002