Tong He

Deep neural networks and kernel regression achieve comparable accuracies for functional connectivity prediction of behavior and demographics

Tong He, Ru Kong, Avram J. Holmes et al. · NeuroImage · 2019 · 305 citations · Full text

Engineering, Machine Learning, Kernel Regression +20

Predicting Alzheimer's disease progression using deep recurrent neural networks

Minh Nguyen, Tong He, Lijun An et al. · NeuroImage · 2020 · 201 citations · Full text

Convergent molecular, cellular, and cortical neuroimaging signatures of major depressive disorder

Kevin Anderson, Meghan A. Collins, Ru Kong et al. · Proceedings of the National Academy of Sciences · 2020 · 168 citations · Full text

Accurate nonlinear mapping between MNI volumetric and FreeSurfer surface coordinate systems

Jianxiao Wu, Gia H. Ngo, Douglas N. Greve et al. · Human Brain Mapping · 2018 · 119 citations · Full text

Meta-matching as a simple framework to translate phenotypic predictive models from big to small data

Tong He, Lijun An, Pansheng Chen et al. · Nature Neuroscience · 2022 · 93 citations · Full text

Phenomics, Omics Datasets, Simple Framework +8