Kevin P. Nguyen

16 papers B 1Misc 1Journal 9Unranked 5
YearRankTypeTitle / Venue / Authors
2024 J jnl
Predicting Parkinson's disease trajectory using clinical and functional MRI features: a reproduction and replication study.
CoRR
Elodie Germani, Nikhil Baghwat, Mathieu Dugré, Rémi Gau, Albert Montillo, Kevin P. Nguyen, Andrzej Sokolowski, Madeleine Sharp, Jean-Baptiste Poline, Tristan Glatard
2023 J jnl
Adversarially-Regularized Mixed Effects Deep Learning (ARMED) Models Improve Interpretability, Performance, and Generalization on Clustered (non-iid) Data.
IEEE Trans. Pattern Anal. Mach. Intell.
Kevin P. Nguyen, Alex H. Treacher, Albert Montillo
2023 J jnl
BLENDS: Augmentation of Functional Magnetic Resonance Images for Machine Learning Using Anatomically Constrained Warping.
Brain Connect.
Kevin P. Nguyen, Vyom Raval, Abu Minhajuddin, Thomas Carmody, Madhukar H. Trivedi, Richard B. Dewey, Albert Montillo
2022 J jnl
Adversarially-regularized mixed effects deep learning (ARMED) models for improved interpretability, performance, and generalization on clustered data.
CoRR
Kevin P. Nguyen, Albert Montillo
2022 J jnl
Pitfalls and Recommended Strategies and Metrics for Suppressing Motion Artifacts in Functional MRI.
Neuroinformatics
Vyom Raval, Kevin P. Nguyen, Marco Pinho, Richard B. Dewey Jr., Madhukar H. Trivedi, Albert Montillo
2022 J jnl
UQ-ARMED: Uncertainty quantification of adversarially-regularized mixed effects deep learning for clustered non-iid data.
CoRR
Alex Treacher, Kevin P. Nguyen, Dylan Owens, Daniel Heitjan, Albert Montillo
2020 B conf
Anatomically informed data augmentation for functional MRI with applications to deep learning.
Image Processing
Kevin P. Nguyen, Cherise R. Chin Fatt, Alex Treacher, Cooper Mellema, Madhukar H. Trivedi, Albert Montillo
2020 — conf
Architectural configurations, atlas granularity and functional connectivity with diagnostic value in Autism Spectrum Disorder.
ISBI
Cooper J. Mellema, Alex Treacher, Kevin P. Nguyen, Albert Montillo
2020 — conf
Improved motion correction for functional MRI using an omnibus regression model.
ISBI
Vyom Raval, Kevin P. Nguyen, Cooper Mellema, Albert Montillo
2020 Misc conf
Prediction of Individual Progression Rate in Parkinson's Disease Using Clinical Measures and Biomechanical Measures of Gait and Postural Stability.
ICASSP
Vyom Raval, Kevin P. Nguyen, Ashley Gerald, Richard B. Dewey, Albert Montillo
2019 J jnl
Anatomically-Informed Data Augmentation for functional MRI with Applications to Deep Learning.
CoRR
Kevin P. Nguyen, Cherise R. Chin Fatt, Alex Treacher, Cooper Mellema, Madhukar H. Trivedi, Albert Montillo
2019 J jnl
Architectural configurations, atlas granularity and functional connectivity with diagnostic value in Autism Spectrum Disorder.
CoRR
Cooper J. Mellema, Alex Treacher, Kevin P. Nguyen, Albert Montillo
2019 — conf
Multiple Deep Learning Architectures Achieve Superior Performance Diagnosing Autism Spectrum Disorder Using Features Previously Extracted From Structural And Functional Mri.
ISBI
Cooper Mellema, Alex Treacher, Kevin P. Nguyen, Albert Montillo
2019 — conf
Predicting Response to the Antidepressant Bupropion Using Pretreatment fMRI.
PRIME@MICCAI
Kevin P. Nguyen, Cherise R. Chin Fatt, Alex Treacher, Cooper Mellema, Madhukar H. Trivedi, Albert Montillo
2019 J jnl
Prediction of individual progression rate in Parkinson's disease using clinical measures and biomechanical measures of gait and postural stability.
CoRR
Vyom Raval, Kevin P. Nguyen, Ashley Gerald, Richard B. Dewey Jr., Albert Montillo
2019 — conf
Sensitivity of Derived Clinical Biomarkers to rs-fMRI Preprocessing Software Versions.
ISBI
Kevin P. Nguyen, Cherise R. Chin Fatt, Cooper Mellema, Madhukar H. Trivedi, Albert Montillo