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Office
1430 Tulane Ave
New Orleans, LA 70112Phone+1 504-988-7123Fax+1 504-988-7123
Summary
- I am a physician-scientist with interests in radiology, informatics, and deep learning. Graduate of UTSW MSTP '24 (PI: Albert Montillo), currently a TY in the Houston metro area. Entering UCSF DR in 2025.
Education & Training
HCA Houston Healthcare/University of Houston (Kingwood)Residency, Transitional Year, 2024 - 2025
University of Texas Southwestern Medical SchoolClass of 2024
University of Texas Southwestern Graduate School of Biomedical SciencesPhD, Biomedical Engineering, 2018 - 2022
Publications & Presentations
PubMed
- 2 citationsArchitectural configurations, atlas granularity and functional connectivity with diagnostic value in Autism Spectrum DisorderCooper Mellema, Alex Treacher, Kevin P. Nguyen, Albert Montillo
Proceedings. IEEE International Symposium on Biomedical Imaging. 2020-04-03 - 10 citationsAnatomically-Informed Data Augmentation for Functional MRI with Applications to Deep Learning.Kevin P. Nguyen, Cherise Chin Fatt, Alex Treacher, Cooper Mellema, Madhukar H. Trivedi
Proceedings of SPIE--the International Society for Optical Engineering. 2020-03-10 - 9 citationsPatterns of Pre-Treatment Reward Task Brain Activation Predict Individual Antidepressant Response: Key Results from the EMBARC Randomized Clinical TrialKevin P. Nguyen, Cherise Chin Fatt, Alex Treacher, Cooper Mellema, Crystal Cooper
Biological Psychiatry. 2021-09-22
Research History
- PhDAdvisor: Albert Montillo, PhD; Dissertation: "Overcoming Vulnerabilities of Machine Learning in Neuroimaging Applications"; Topics: Bayesian deep learning, functional neuroradiology, image processing2018 - 2022
Professional Memberships
- Biomedical Engineering SocietyMember
- Tau Beta PiMember
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