Kevin Nguyen, MD, PhD's Publications

Predicting Parkinson's disease trajectory using clinical and functional MRI features: A reproduction and replication study.

Longitudinal prognosis of Parkinson's outcomes using causal connectivity.

Adversarially-Regularized Mixed Effects Deep Learning (ARMED) Models Improve Interpretability, Performance, and Generalization on Clustered (non-iid) Data.

BLENDS: Augmentation of Functional Magnetic Resonance Images for Machine Learning Using Anatomically Constrained Warping.

Pitfalls and Recommended Strategies and Metrics for Suppressing Motion Artifacts in Functional MRI.

Reproducible neuroimaging features for diagnosis of autism spectrum disorder with machine learning.

Patterns of Pretreatment Reward Task Brain Activation Predict Individual Antidepressant Response: Key Results From the EMBARC Randomized Clinical Trial.

Predicting Parkinson's disease trajectory using clinical and neuroimaging baseline measures.

Anatomically-Informed Data Augmentation for Functional MRI with Applications to Deep Learning.

Architectural configurations, atlas granularity and functional connectivity with diagnostic value in Autism Spectrum Disorder.

Improved motion correction for functional MRI using an omnibus regression model.

Prediction of Individual Progression Rate in Parkinson's Disease Using Clinical Measures and Biomechanical Measures of Gait and Postural Stability.

Predicting Response to the Antidepressant Bupropion using Pretreatment fMRI.

Sensitivity of derived clinical biomarkers to rs-fMRI preprocessing software versions.