Articles with public access mandates - Minh NguyenLearn more
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Deep neural networks and kernel regression achieve comparable accuracies for functional connectivity prediction of behavior and demographics
T He, R Kong, AJ Holmes, M Nguyen, MR Sabuncu, SB Eickhoff, D Bzdok, ...
NeuroImage 206, 116276, 2020
Mandates: US National Institutes of Health, National Medical Research Council …
Predicting Alzheimer's disease progression using deep recurrent neural networks
M Nguyen, T He, L An, DC Alexander, J Feng, BTT Yeo, ...
NeuroImage 222, 117203, 2020
Mandates: US Department of Defense, US National Institutes of Health, Canadian …
Modeling Alzheimer’s disease progression using deep recurrent neural networks
M Nguyen, N Sun, DC Alexander, J Feng, BTT Yeo
2018 International Workshop on Pattern Recognition in Neuroimaging (PRNI), 1-4, 2018
Mandates: US Department of Defense, US National Institutes of Health, National Medical …
Domain-shift conditioning using adaptable filtering via hierarchical embeddings for robust Chinese spell check
M Nguyen, GH Ngo, NF Chen
IEEE/ACM Transactions on Audio, Speech, and Language Processing 29, 2027-2036, 2021
Mandates: US Office of the Director of National Intelligence, A*Star, Singapore
Hierarchical character embeddings: Learning phonological and semantic representations in languages of logographic origin using recursive neural networks
M Nguyen, GH Ngo, NF Chen
IEEE/ACM Transactions on Audio, Speech, and Language Processing 28, 461-473, 2019
Mandates: US Office of the Director of National Intelligence
Beyond consensus: embracing heterogeneity in curated neuroimaging meta-analysis
GH Ngo, SB Eickhoff, M Nguyen, G Sevinc, PT Fox, RN Spreng, BTT Yeo
Neuroimage 200, 142-158, 2019
Mandates: US National Institutes of Health, Canadian Institutes of Health Research …
Do deep neural networks outperform kernel regression for functional connectivity prediction of behavior
T He, R Kong, A Holmes, M Nguyen, M Sabuncu, SB Eickhoff, D Bzdok, ...
BioRxiv, 473603, 2018
Mandates: National Medical Research Council, Singapore, National Research Foundation …
Phonology-augmented statistical framework for machine transliteration using limited linguistic resources
GH Ngo, M Nguyen, NF Chen
IEEE/ACM Transactions on Audio, Speech, and Language Processing 27 (1), 199-211, 2018
Mandates: A*Star, Singapore
A transformer-Based neural language model that synthesizes brain activation maps from free-form text queries
GH Ngo, M Nguyen, NF Chen, MR Sabuncu
Medical image analysis 81, 102540, 2022
Mandates: US National Science Foundation, US National Institutes of Health
Text2brain: Synthesis of brain activation maps from free-form text query
GH Ngo, M Nguyen, NF Chen, MR Sabuncu
Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021
Mandates: US National Science Foundation, US National Institutes of Health
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