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Tong He
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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
2182020
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
1512020
Convergent molecular, cellular, and cortical neuroimaging signatures of major depressive disorder
KM Anderson, MA Collins, R Kong, K Fang, J Li, T He, AM Chekroud, ...
Proceedings of the National Academy of Sciences 117 (40), 25138-25149, 2020
1232020
Accurate nonlinear mapping between MNI volumetric and FreeSurfer surface coordinate systems
J Wu, GH Ngo, D Greve, J Li, T He, B Fischl, SB Eickhoff, BTT Yeo
Human brain mapping 39 (9), 3793-3808, 2018
922018
Meta-matching as a simple framework to translate phenotypic predictive models from big to small data
T He, L An, P Chen, J Chen, J Feng, D Bzdok, AJ Holmes, SB Eickhoff, ...
Nature neuroscience 25 (6), 795-804, 2022
612022
Is deep learning better than kernel regression for functional connectivity prediction of fluid intelligence?
T He, R Kong, AJ Holmes, MR Sabuncu, SB Eickhoff, D Bzdok, J Feng, ...
2018 international workshop on pattern recognition in neuroimaging (PRNI), 1-4, 2018
322018
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
192018
Goal-specific brain MRI harmonization
L An, J Chen, P Chen, C Zhang, T He, C Chen, JH Zhou, BTT Yeo, ...
Neuroimage 263, 119570, 2022
162022
Convergent molecular, cellular, and neural signatures of major depressive disorder
KM Anderson, MA Collins, R Kong, K Fang, J Li, T He, AM Chekroud, ...
bioRxiv, 2020.02. 10.942227, 2020
72020
Predicting Alzheimer's disease progression using deep recurrent neural networks. NeuroImage, 222, Article 117203
M Nguyen, T He, L An, DC Alexander, J Feng, BTT Yeo
62020
2018 International Workshop on Pattern Recognition in Neuroimaging (PRNI)
T He, R Kong, AJ Holmes, MR Sabuncu, SB Eickhoff, D Bzdok
52018
Do Deep Neural Networks Outperform Kernel Regression for Functional Connectivity Prediction of Behavior? bioRxiv: 473603
T He, R Kong, A Holmes, M Nguyen, M Sabuncu, SB Eickhoff, D Bzdok, ...
42018
Meta-matching, a simple way to boost small samples functional connectivity behavior prediction
T He, L An, J Feng, D Bzdok, SB Eickhoff, BTT Yeo
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