Prati
Yu Zhao
Yu Zhao
Siemens Healthineers
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Citirano
Citirano
Godina
Modeling task fMRI data via deep convolutional autoencoder
H Huang, X Hu, Y Zhao, M Makkie, Q Dong, S Zhao, L Guo, T Liu
IEEE transactions on medical imaging 37 (7), 1551-1561, 2017
1932017
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
942017
Supervised dictionary learning for inferring concurrent brain networks
S Zhao, J Han, J Lv, X Jiang, X Hu, Y Zhao, B Ge, L Guo, T Liu
IEEE transactions on medical imaging 34 (10), 2036-2045, 2015
802015
Experimental comparisons of sparse dictionary learning and independent component analysis for brain network inference from fMRI data
W Zhang, J Lv, X Li, D Zhu, X Jiang, S Zhang, Y Zhao, L Guo, J Ye, D Hu, ...
IEEE transactions on biomedical engineering 66 (1), 289-299, 2018
702018
Modeling 4D fMRI data via spatio-temporal convolutional neural networks (ST-CNN)
Y Zhao, X Li, W Zhang, S Zhao, M Makkie, M Zhang, Q Li, T Liu
Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018
502018
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
482017
Optimization of large-scale mouse brain connectome via joint evaluation of DTI and neuron tracing data
H Chen, T Liu, Y Zhao, T Zhang, Y Li, M Li, H Zhang, H Kuang, L Guo, ...
Neuroimage 115, 202-213, 2015
462015
Four-dimensional modeling of fmri data via spatio–temporal convolutional neural networks (st-cnns)
Y Zhao, X Li, H Huang, W Zhang, S Zhao, M Makkie, M Zhang, Q Li, T Liu
IEEE transactions on cognitive and developmental systems 12 (3), 451-460, 2019
422019
Simultaneous spatial-temporal decomposition of connectome-scale brain networks by deep sparse recurrent auto-encoders
Q Li, Q Dong, F Ge, N Qiang, Y Zhao, H Wang, H Huang, X Wu, T Liu
Information Processing in Medical Imaging: 26th International Conference …, 2019
392019
Modeling hierarchical brain networks via volumetric sparse deep belief network
Q Dong, F Ge, Q Ning, Y Zhao, J Lv, H Huang, J Yuan, X Jiang, D Shen, ...
IEEE transactions on biomedical engineering 67 (6), 1739-1748, 2019
372019
Fast and scalable distributed deep convolutional autoencoder for fMRI big data analytics
M Makkie, H Huang, Y Zhao, AV Vasilakos, T Liu
Neurocomputing 325, 20-30, 2019
372019
Constructing fine-granularity functional brain network atlases via deep convolutional autoencoder
Y Zhao, Q Dong, H Chen, A Iraji, Y Li, M Makkie, Z Kou, T Liu
Medical image analysis 42, 200-211, 2017
362017
Connectome-scale group-wise consistent resting-state network analysis in autism spectrum disorder
Y Zhao, H Chen, Y Li, J Lv, X Jiang, F Ge, T Zhang, S Zhang, B Ge, C Lyu, ...
NeuroImage: Clinical 12, 23-33, 2016
312016
3D deep convolutional neural network revealed the value of brain network overlap in differentiating autism spectrum disorder from healthy controls
Y Zhao, F Ge, S Zhang, T Liu
Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018
302018
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
262020
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
262018
Deep learning models unveiled functional difference between cortical gyri and sulci
S Zhang, H Liu, H Huang, Y Zhao, X Jiang, B Bowers, L Guo, X Hu, ...
IEEE Transactions on Biomedical Engineering 66 (5), 1297-1308, 2018
262018
Automatic recognition of holistic functional brain networks using iteratively optimized convolutional neural networks (IO-CNN) with weak label initialization
Y Zhao, F Ge, T Liu
Medical image analysis 47, 111-126, 2018
212018
Radial structure scaffolds convolution patterns of developing cerebral cortex
MJ Razavi, T Zhang, H Chen, Y Li, S Platt, Y Zhao, L Guo, X Hu, X Wang, ...
Frontiers in computational neuroscience 11, 76, 2017
212017
HAFNI-enabled largescale platform for neuroimaging informatics (HELPNI)
M Makkie, S Zhao, X Jiang, J Lv, Y Zhao, B Ge, X Li, J Han, T Liu
Brain informatics 2, 225-238, 2015
172015
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