Neurology | Psychiatry Functional brain network identification and fMRI augmentation using a VAE-GAN framework. September 5, 2023
Neurology | Psychiatry A deep learning method for autism spectrum disorder identification based on interactions of hierarchical brain networks. July 29, 2023
Neuroscience | Radiology Learning brain representation using recurrent Wasserstein generative adversarial net. July 6, 2022
Neurology | Radiology Modeling and augmenting of fMRI data using deep recurrent variational auto-encoder. July 6, 2021
Neurology | Radiology Simultaneous spatial-temporal decomposition for connectome-scale brain networks by deep sparse recurrent auto-encoder. March 23, 2021
Neurology | Radiology Modeling task-based fMRI data via deep belief network with neural architecture search. June 28, 2020
Neuroimaging | Neurology | Neuroscience Hierarchical Organization of Functional Brain Networks Revealed by Hybrid Spatiotemporal Deep Learning. February 14, 2020
Neurology | Neuroscience Modeling Hierarchical Brain Networks via Volumetric Sparse Deep Belief Network (VS-DBN). October 24, 2019
Imaging | Neurology Discovering hierarchical common brain networks via multimodal deep belief network. April 30, 2019
Cognitive Neuroscience | Neurology Automatic Recognition of fMRI-Derived Functional Networks Using 3-D Convolutional Neural Networks. February 28, 2019
Neurology | Radiology Constructing fine-granularity functional brain network atlases via deep convolutional autoencoder. December 1, 2018