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Kevin Nguyen, MD, PhD

Photo of Kevin Nguyen, MD, PhD
Title(s)RESIDENT, Radiology
SchoolSchool of Medicine
Address185 Berry Street Bldg B
San Francisco CA 94107
ORCID ORCID Icon0000-0001-5520-7285 Additional info
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    Collapse Biography 
    Collapse education and training
    Yale College, New Haven, CTBS05/2016Biomedical Engineering
    UT Southwestern, Dallas, TXMD06/2024
    UT Southwestern, Dallas, TXPhD08/2022Biomedical Engineering

    Collapse Bibliographic 
    Collapse selected publications
    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Researchers can login to make corrections and additions, or contact us for help. to make corrections and additions.
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    Altmetrics Details PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
    1. Predicting Parkinson's disease trajectory using clinical and functional MRI features: A reproduction and replication study. PLoS One. 2025; 20(2):e0317566. Germani E, Bhagwat N, Dugré M, Gau R, Montillo AA, Nguyen KP, Sokolowski A, Sharp M, Poline JB, Glatard T. PMID: 39982930; PMCID: PMC11844873.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    2. Longitudinal prognosis of Parkinson's outcomes using causal connectivity. Neuroimage Clin. 2024; 42:103571. Mellema CJ, Nguyen KP, Treacher A, Andrade AX, Pouratian N, Sharma VD, O'Suileabhain P, Montillo AA. PMID: 38471435; PMCID: PMC10944096.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    3. Adversarially-Regularized Mixed Effects Deep Learning (ARMED) Models Improve Interpretability, Performance, and Generalization on Clustered (non-iid) Data. IEEE Trans Pattern Anal Mach Intell. 2023 Jul; 45(7):8081-8093. Nguyen KP, Treacher AH, Montillo AA. PMID: 37018678; PMCID: PMC10644386.
      View in: PubMed   Mentions:    Fields:    
    4. BLENDS: Augmentation of Functional Magnetic Resonance Images for Machine Learning Using Anatomically Constrained Warping. Brain Connect. 2023 03; 13(2):80-88. Nguyen KP, Raval V, Minhajuddin A, Carmody T, Trivedi MH, Dewey RB, Montillo AA. PMID: 36097756; PMCID: PMC10039274.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    5. Pitfalls and Recommended Strategies and Metrics for Suppressing Motion Artifacts in Functional MRI. Neuroinformatics. 2022 10; 20(4):879-896. Raval V, Nguyen KP, Pinho M, Dewey RB, Trivedi M, Montillo AA. PMID: 35291020.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    6. Reproducible neuroimaging features for diagnosis of autism spectrum disorder with machine learning. Sci Rep. 2022 02 23; 12(1):3057. Mellema CJ, Nguyen KP, Treacher A, Montillo A. PMID: 35197468; PMCID: PMC8866395.
      View in: PubMed   Mentions: 15     Fields:    Translation:Humans
    7. Patterns of Pretreatment Reward Task Brain Activation Predict Individual Antidepressant Response: Key Results From the EMBARC Randomized Clinical Trial. Biol Psychiatry. 2022 03 15; 91(6):550-560. Nguyen KP, Chin Fatt C, Treacher A, Mellema C, Cooper C, Jha MK, Kurian B, Fava M, McGrath PJ, Weissman M, Phillips ML, Trivedi MH, Montillo AA. PMID: 34916068; PMCID: PMC8857018.
      View in: PubMed   Mentions: 8     Fields:    Translation:Humans
    8. Predicting Parkinson's disease trajectory using clinical and neuroimaging baseline measures. Parkinsonism Relat Disord. 2021 04; 85:44-51. Nguyen KP, Raval V, Treacher A, Mellema C, Yu FF, Pinho MC, Subramaniam RM, Dewey RB, Montillo AA. PMID: 33730626; PMCID: PMC8127393.
      View in: PubMed   Mentions: 8     Fields:    Translation:Humans
    9. Improved motion correction for functional MRI using an omnibus regression model. Proc IEEE Int Symp Biomed Imaging. 2020 Apr; 2020:1044-1047. Raval V, Nguyen KP, Mellema C, Montillo A. PMID: 33767806; PMCID: PMC7990252.
      View in: PubMed   Mentions: 1  
    10. Architectural configurations, atlas granularity and functional connectivity with diagnostic value in Autism Spectrum Disorder. Proc IEEE Int Symp Biomed Imaging. 2020 Apr; 2020:1022-1025. Mellema CJ, Treacher A, Nguyen KP, Montillo A. PMID: 33767805; PMCID: PMC7990265.
      View in: PubMed   Mentions: 4  
    11. Prediction of Individual Progression Rate in Parkinson's Disease Using Clinical Measures and Biomechanical Measures of Gait and Postural Stability. Proc IEEE Int Conf Acoust Speech Signal Process. 2020 May; 2020:1319-1323. Raval V, Nguyen KP, Gerald A, Dewey RB, Montillo A. PMID: 33708010; PMCID: PMC7944712.
      View in: PubMed   Mentions: 3  
    12. Anatomically-Informed Data Augmentation for Functional MRI with Applications to Deep Learning. Proc SPIE Int Soc Opt Eng. 2020 Feb; 11313. Nguyen KP, Fatt CC, Treacher A, Mellema C, Trivedi MH, Montillo A. PMID: 33767520; PMCID: PMC7990266.
      View in: PubMed   Mentions: 10  
    13. Predicting Response to the Antidepressant Bupropion using Pretreatment fMRI. Predict Intell Med. 2019 10; 11843:53-62. Nguyen KP, Fatt CC, Treacher A, Mellema C, Trivedi MH, Montillo A. PMID: 31709423; PMCID: PMC6839715.
      View in: PubMed   Mentions: 10  
    14. Sensitivity of derived clinical biomarkers to rs-fMRI preprocessing software versions. Proc IEEE Int Symp Biomed Imaging. 2019 Apr; 2019:1581-1584. Nguyen KP, Fatt CC, Mellema C, Trivedi MH, Montillo A. PMID: 31741703; PMCID: PMC6860361.
      View in: PubMed   Mentions:
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