|Automatic recognition of fMRI-derived functional networks using 3-D convolutional neural networks|
Y Zhao, Q Dong, S Zhang, W Zhang, H Chen, X Jiang, L Guo, X Hu, J Han, ...
IEEE Transactions on Biomedical Engineering 65 (9), 1975-1984, 2017
|Task fMRI data analysis based on supervised stochastic coordinate coding|
J Lv, B Lin, Q Li, W Zhang, Y Zhao, X Jiang, L Guo, J Han, X Hu, C Guo, ...
Medical image analysis 38, 1-16, 2017
|Experimental Comparisons of Sparse Dictionary Learning and Independent Component Analysis for Brain Network Inference from fMRI Data|
W Zhang, L Jinglei, X Li, D Zhu, X Jiang, S Zhang, Y Zhao, L Guo, J Ye, ...
IEEE Transaction on Biomedical Engineering, 2018
|Modeling 4D fMRI Data via Spatio-Temporal Convolutional Neural Networks (ST-CNN)|
TL Yu Zhao, Xiang Li, Wei Zhang, Shijie Zhao, Milad Makkie, Mo Zhang ...
|Temporal dynamics assessment of spatial overlap pattern of functional brain networks reveals novel functional architecture of cerebral cortex|
X Jiang, X Li, J Lv, S Zhao, S Zhang, W Zhang, T Zhang, J Han, L Guo, ...
IEEE Transactions on Biomedical Engineering 65 (6), 1183-1192, 2016
|Spatio-temporal modeling of connectome-scale brain network interactions via time-evolving graphs|
J Yuan, X Li, J Zhang, L Luo, Q Dong, J Lv, Y Zhao, X Jiang, S Zhang, ...
Neuroimage 180, 350-369, 2018
|Signal sampling for efficient sparse representation of resting state FMRI data|
B Ge, M Makkie, J Wang, S Zhao, X Jiang, X Li, J Lv, S Zhang, W Zhang, ...
Brain imaging and behavior 10 (4), 1206-1222, 2016
|Identify hierarchical structures from task-based fMRI data via hybrid spatiotemporal neural architecture search net|
W Zhang, L Zhao, Q Li, S Zhao, Q Dong, X Jiang, T Zhang, T Liu
International Conference on Medical Image Computing and Computer-Assisted …, 2019
|Connectome-scale functional intrinsic connectivity networks in macaques|
W Zhang, X Jiang, S Zhang, BR Howell, Y Zhao, T Zhang, L Guo, ...
Neuroscience 364, 1-14, 2017
|Modeling task FMRI data via supervised stochastic coordinate coding|
J Lv, B Lin, W Zhang, X Jiang, X Hu, J Han, L Guo, J Ye, T Liu
International Conference on Medical Image Computing and Computer-Assisted …, 2015
|Discovering Hierarchical Common Brain Networks via Multimodal Deep Belief Network|
TL Shu Zhang, Qinglin Dong, Wei Zhang, Heng Huang, Dajiang Zhu
Medical Image Analysis, 2019
|Modeling Resting State FMRI Data via Longitudinal Supervised Stochastic Coordinate Coding|
W Zhang, J Lv, S Zhang, Y Zhao, T Liu
IEEE International Symposium on Biomedical Imaging, 2018
|Joint Representation of Connectome-scale Structural and Functional Profiles for Identification of Consistent Cortical Landmarks in Macaque Brain|
TL Shu Zhang*, Xi Jiang*, Wei Zhang*, Tuo Zhang, Hanbo Chen, Yu Zhao ...
Brain Imaging and Behavior, 2018
|A novel framework for groupwise registration of fmri images based on common functional networks|
Y Zhao, S Zhang, H Chen, W Zhang, J Lv, X Jiang, D Shen, T Liu
2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017 …, 2017
|Modeling Task-based fMRI Data via Deep Belief Network with Neural Architecture Search|
N Qiang, Q Dong, W Zhang, B Ge, F Ge, H Liang, Y Sun, J Gao, T Liu
Computerized Medical Imaging and Graphics, 2020
|Hierarchical Organization of Functional Brain Networks Revealed by Hybrid Spatiotemporal Deep Learning|
W Zhang, S Zhao, X Hu, Q Dong, H Huang, S Zhang, Y Zhao, H Dai, F Ge, ...
Brain connectivity 10 (2), 72-82, 2020
|Latent source mining of fMRI data via deep belief network|
L Li, X Hu, H Huang, C He, L Wang, J Han, L Quo, W Zhang, T Liu
2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018
|Neural Architecture Search for Optimization of Spatial-temporal Brain Network Decomposition|
XWTL Qing Li, Wei Zhang, Jinglei Lv
International Conference on Medical Image Computing and Computer-Assisted …, 2020
|Two-Stage Spatial Temporal Deep Learning Framework For Functional Brain Network Modeling|
Y Zhao, H Dai, W Zhang, F Ge, T Liu
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019
|Modeling Functional Dynamics of Cortical Gyri and Sulci|
TL Xi Jiang, Xiang Li, Jinglei Lv, Shijie Zhao, Shu Zhang, Wei Zhang, Tuo Zhang
International Conference on Medical Image Computing and Computer-Assisted …, 2016