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Journal of Neural Engineering
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November 14, 2023
Novel machine learning approaches for improving the reproducibility and reliability of functional and effective connectivity from functional MRI
Cooper J Mellema, Albert A Montillo
IEEE Transactions on Pattern Analysis and Machine Intelligence
|
April 5, 2023
Adversarially-Regularized Mixed Effects Deep Learning (ARMED) Models Improve Interpretability, Performance, and Generalization on Clustered (non-iid) Data
Kevin P Nguyen, Alex H Treacher, Albert A Montillo
Journal of Alzheimer'S Disease : JAD
|
March 7, 2022
Targeted Metabolomic Analysis in Alzheimer's Disease Plasma and Brain Tissue in Non-Hispanic Whites
Karel Kalecký, Dwight C German, Albert A Montillo, et al.
Nature Communications
|
June 2, 2026
scMEDAL: interpretable single-cell transcriptomics analysis with batch effect visualization via deep mixed-effects autoencoder
Aixa X Andrade, Son N Nguyen, Austin Marckx, et al.
Neuroinformatics
|
March 15, 2022
Pitfalls and Recommended Strategies and Metrics for Suppressing Motion Artifacts in Functional MRI
Vyom Raval, Kevin P Nguyen, Marco Pinho, et al.
Brain Connectivity
|
September 13, 2022
BLENDS: Augmentation of Functional Magnetic Resonance Images for Machine Learning Using Anatomically Constrained Warping
Kevin P Nguyen, Vyom Raval, Abu Minhajuddin, et al.
Neuroimage. Clinical
|
March 12, 2024
Longitudinal prognosis of Parkinson's outcomes using causal connectivity
Cooper J Mellema, Kevin P Nguyen, Alex Treacher, et al.
Plos One
|
February 21, 2025
Predicting Parkinson's disease trajectory using clinical and functional MRI features: A reproduction and replication study
Elodie Germani, Nikhil Bhagwat, Mathieu Dugré, et al.
Nature Communications
|
June 10, 2022
Association between resting-state functional brain connectivity and gene expression is altered in autism spectrum disorder
Stefano Berto, Alex H Treacher, Emre Caglayan, et al.
Parkinsonism & Related Disorders
|
March 17, 2021
Predicting Parkinson's disease trajectory using clinical and neuroimaging baseline measures
Kevin P Nguyen, Vyom Raval, Alex Treacher, et al.
Page
of 2
Search research articles
Search
Showing results (1-10 of 13) with videos related to
Sort By:
Page
of 2
Journal of Neural Engineering
|
November 14, 2023
Novel machine learning approaches for improving the reproducibility and reliability of functional and effective connectivity from functional MRI
Cooper J Mellema, Albert A Montillo
IEEE Transactions on Pattern Analysis and Machine Intelligence
|
April 5, 2023
Adversarially-Regularized Mixed Effects Deep Learning (ARMED) Models Improve Interpretability, Performance, and Generalization on Clustered (non-iid) Data
Kevin P Nguyen, Alex H Treacher, Albert A Montillo
Journal of Alzheimer'S Disease : JAD
|
March 7, 2022
Targeted Metabolomic Analysis in Alzheimer's Disease Plasma and Brain Tissue in Non-Hispanic Whites
Karel Kalecký, Dwight C German, Albert A Montillo, et al.
Nature Communications
|
June 2, 2026
scMEDAL: interpretable single-cell transcriptomics analysis with batch effect visualization via deep mixed-effects autoencoder
Aixa X Andrade, Son N Nguyen, Austin Marckx, et al.
Neuroinformatics
|
March 15, 2022
Pitfalls and Recommended Strategies and Metrics for Suppressing Motion Artifacts in Functional MRI
Vyom Raval, Kevin P Nguyen, Marco Pinho, et al.
Brain Connectivity
|
September 13, 2022
BLENDS: Augmentation of Functional Magnetic Resonance Images for Machine Learning Using Anatomically Constrained Warping
Kevin P Nguyen, Vyom Raval, Abu Minhajuddin, et al.
Neuroimage. Clinical
|
March 12, 2024
Longitudinal prognosis of Parkinson's outcomes using causal connectivity
Cooper J Mellema, Kevin P Nguyen, Alex Treacher, et al.
Plos One
|
February 21, 2025
Predicting Parkinson's disease trajectory using clinical and functional MRI features: A reproduction and replication study
Elodie Germani, Nikhil Bhagwat, Mathieu Dugré, et al.
Nature Communications
|
June 10, 2022
Association between resting-state functional brain connectivity and gene expression is altered in autism spectrum disorder
Stefano Berto, Alex H Treacher, Emre Caglayan, et al.
Parkinsonism & Related Disorders
|
March 17, 2021
Predicting Parkinson's disease trajectory using clinical and neuroimaging baseline measures
Kevin P Nguyen, Vyom Raval, Alex Treacher, et al.
Page
of 2