Kevin P. Nguyen

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 16

Top Topics

Top Venues

Publications

Elodie Germani, Nikhil Baghwat, Mathieu Dugré, Rémi Gau, Albert Montillo, Kevin P. Nguyen, Andrzej Sokolowski, Madeleine Sharp, Jean-Baptiste Poline, Tristan Glatard
Predicting Parkinson's disease trajectory using clinical and functional MRI features: a reproduction and replication study. CoRR (2024)
Kevin P. Nguyen, Vyom Raval, Abu Minhajuddin, Thomas Carmody, Madhukar H. Trivedi, Richard B. Dewey, Albert Montillo
BLENDS: Augmentation of Functional Magnetic Resonance Images for Machine Learning Using Anatomically Constrained Warping. Brain Connect. 13 (2) (2023)
Kevin P. Nguyen, Alex H. Treacher, Albert Montillo
Adversarially-Regularized Mixed Effects Deep Learning (ARMED) Models Improve Interpretability, Performance, and Generalization on Clustered (non-iid) Data. IEEE Trans. Pattern Anal. Mach. Intell. 45 (7) (2023)
Kevin P. Nguyen, Albert Montillo
Adversarially-regularized mixed effects deep learning (ARMED) models for improved interpretability, performance, and generalization on clustered data. CoRR (2022)
Alex Treacher, Kevin P. Nguyen, Dylan Owens, Daniel Heitjan, Albert Montillo
UQ-ARMED: Uncertainty quantification of adversarially-regularized mixed effects deep learning for clustered non-iid data. CoRR (2022)
Vyom Raval, Kevin P. Nguyen, Marco Pinho, Richard B. Dewey Jr., Madhukar H. Trivedi, Albert Montillo
Pitfalls and Recommended Strategies and Metrics for Suppressing Motion Artifacts in Functional MRI. Neuroinformatics 20 (4) (2022)
Kevin P. Nguyen, Cherise Chin Fatt, Alex Treacher, Cooper Mellema, Madhukar H. Trivedi, Albert Montillo
Anatomically informed data augmentation for functional MRI with applications to deep learning. Medical Imaging: Image Processing (2020)
Cooper J. Mellema, Alex Treacher, Kevin P. Nguyen, Albert Montillo
Architectural configurations, atlas granularity and functional connectivity with diagnostic value in Autism Spectrum Disorder. ISBI (2020)
Vyom Raval, Kevin P. Nguyen, Ashley Gerald, Richard B. Dewey, Albert Montillo
Prediction of Individual Progression Rate in Parkinson's Disease Using Clinical Measures and Biomechanical Measures of Gait and Postural Stability. ICASSP (2020)
Vyom Raval, Kevin P. Nguyen, Cooper Mellema, Albert Montillo
Improved motion correction for functional MRI using an omnibus regression model. ISBI (2020)
Kevin P. Nguyen, Cherise Chin Fatt, Alex Treacher, Cooper Mellema, Madhukar H. Trivedi, Albert Montillo
Anatomically-Informed Data Augmentation for functional MRI with Applications to Deep Learning. CoRR (2019)
Cooper Mellema, Alex Treacher, Kevin P. Nguyen, Albert Montillo
Multiple Deep Learning Architectures Achieve Superior Performance Diagnosing Autism Spectrum Disorder Using Features Previously Extracted From Structural And Functional Mri. ISBI (2019)
Vyom Raval, Kevin P. Nguyen, Ashley Gerald, Richard B. Dewey Jr., Albert Montillo
Prediction of individual progression rate in Parkinson's disease using clinical measures and biomechanical measures of gait and postural stability. CoRR (2019)
Kevin P. Nguyen, Cherise Chin Fatt, Alex Treacher, Cooper Mellema, Madhukar H. Trivedi, Albert Montillo
Predicting Response to the Antidepressant Bupropion Using Pretreatment fMRI. PRIME@MICCAI (2019)
Kevin P. Nguyen, Cherise Chin Fatt, Cooper Mellema, Madhukar H. Trivedi, Albert Montillo
Sensitivity of Derived Clinical Biomarkers to rs-fMRI Preprocessing Software Versions. ISBI (2019)
Cooper J. Mellema, Alex Treacher, Kevin P. Nguyen, Albert Montillo
Architectural configurations, atlas granularity and functional connectivity with diagnostic value in Autism Spectrum Disorder. CoRR (2019)