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Multi-task dynamic graph learning for brain disorder identification with functional MRI
期刊论文
PATTERN RECOGNITION, 2026, 卷号: 170
作者:
Ma, Yunling
;
Zhang, Chaojun
;
Xiong, Di
;
Zhang, Han
;
Ying, Shihui
Adobe PDF(1866Kb)
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收藏
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浏览/下载:18/2
|
提交时间:2025/07/14
Brain
Computer aided diagnosis
Diseases
Dynamics
Functional neuroimaging
Learning systems
Magnetic resonance imaging
Multi-task learning
Neurophysiology
Time series analysis
Time varying networks
Brain disorders
Connectivity analysis
Dynamic graph
Functional connectivity
Functional MRI
Functionals
Identification
Multi tasks
Spatio-temporal dynamics
Trajectory alignment
Spatial and Modal Optimal Transport for Fast Cross-Modal MRI Reconstruction
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2024, 卷号: 43, 期号: 11, 页码: 3924-3935
作者:
Wang, Qi
;
Wen, Zhijie
;
Shi, Jun
;
Wang, Qian
;
Shen, Dinggang
Adobe PDF(27849Kb)
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收藏
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浏览/下载:330/7
|
提交时间:2024/06/03
Image reconstruction
Magnetic resonance imaging
Task analysis
Manifolds
Deep learning
Transformers
Reliability
MRI reconstruction
cross-modal reconstruction
spatial alignment
optimal transport
FEFA: Frequency Enhanced Multi-Modal MRI Reconstruction With Deep Feature Alignment
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2024, 卷号: 28, 期号: 11, 页码: 6751-6763
作者:
Chen, Xuanmin
;
Ma, Liyan
;
Ying, Shihui
;
Shen, Dinggang
;
Zeng, Tieyong
Adobe PDF(6592Kb)
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收藏
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浏览/下载:141/2
|
提交时间:2024/08/09
Image reconstruction
Magnetic resonance imaging
Convolution
Training
Imaging
Frequency-domain analysis
Compressed sensing
MRI reconstruction
multi-modal feature alignment
feature refinement
ML-DSVM+: A meta-learning based deep SVM+ for computer-aided diagnosis
期刊论文
PATTERN RECOGNITION, 2023, 卷号: 134
作者:
Han, Xiangmin
;
Wang, Jun
Adobe PDF(3405Kb)
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收藏
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浏览/下载:734/0
|
提交时间:2022/10/14
Brain mapping
Classification (of information)
Computer aided diagnosis
Computer aided instruction
Deep neural networks
Electronic data interchange
Knowledge management
Neurodegenerative diseases
Feature representation
Imaging modality
Learning using privileged information
Metalearning
Performance
Single-modal
Support vector machine plus
Support vectors machine
Target domain
Transfer learning
Two-Stage Self-Supervised Cycle-Consistency Transformer Network for Reducing Slice Gap in MR Images
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2023, 卷号: 27, 期号: 7, 页码: 1-12
作者:
Zhiyang Lu
;
Jian Wang
;
Zheng Li
;
Shihui Ying
;
Jun Wang
Adobe PDF(2796Kb)
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收藏
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浏览/下载:340/0
|
提交时间:2023/06/09
Deep learning
Image resolution
Interpolation
Neural networks
Supervised learning
Consistency constraints
Cycle-consistency constraint
High-resolution images
Interpolation model
Lower resolution
Magnetic resonance image
Self-supervised learning
Task analysis
Transformer
Doubly Supervised Transfer Classifier for Computer-Aided Diagnosis with Imbalanced Modalities
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2022, 卷号: 41, 期号: 8
作者:
Xiangmin Han
;
Xiaoyan Fei
;
Jun Wang
;
Tao Zhou
;
Shihui Ying
Adobe PDF(2213Kb)
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收藏
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浏览/下载:374/0
|
提交时间:2022/03/04
Computer aided diagnosis
Computer aided instruction
Knowledge management
Neuroimaging
Block diagonal
Block-diagonal low-rank
Classifier algorithms
Doubly supervised transfer classifier
Knowledge transfer
Modality imbalance
Single-modal
Support vector machine plus
Support vectors machine
Transfer learning
Direct functionalization of natural silks through continuous force-reeling technique
期刊论文
CHEMICAL ENGINEERING JOURNAL, 2022, 卷号: 435
作者:
Wang, Yang
;
Ren, Jing
;
Lv, Zhuochen
;
Cao, Leitao
;
Lin, Shihui
Adobe PDF(10362Kb)
|
收藏
|
浏览/下载:504/1
|
提交时间:2022/02/11
Electroluminescence
Force-reeling
Silk
Strain sensor
Thermochromism
Multi-Class ASD Classification via Label Distribution Learning with Class-Shared and Class-Specific Decomposition
期刊论文
MEDICAL IMAGE ANALYSIS, 2022, 卷号: 75
作者:
Wang, Jun
;
Zhang, Fengyexin
;
Jia, Xiuyi
;
Wang, Xin
;
Zhang, Han
Adobe PDF(1936Kb)
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收藏
|
浏览/下载:595/1
|
提交时间:2021/12/03
Computer aided diagnosis
Diseases
Functional neuroimaging
Magnetic resonance imaging
Autism spectrum disorders
Cognitive deficits
Imbalanced data
Label distribution
Label distribution learning
Multi
class autism spectrum disorder classification
Resting
state functional magnetic resonance imaging
Shared components
Specific component
Bioinspired Energy Storage and Harvesting Devices
期刊论文
ADVANCED MATERIALS TECHNOLOGIES, 2021
作者:
Ren, Jing
;
Liu, Qiang
;
Pei, Ying
;
Wang, Yang
;
Yang, Shuo
Adobe PDF(3386Kb)
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收藏
|
浏览/下载:456/0
|
提交时间:2021/05/28
bioinspired
biomimetic
devices
energy harvesting
energy storage
Understanding the Continuous Dynamic Mechanical Behavior of Animal Silk
期刊论文
MACROMOLECULES, 2021, 卷号: 54, 期号: 1, 页码: 249-258
作者:
Lv, Zhuochen
;
Ren, Jing
;
Lin, Shihui
;
Pei, Ying
;
Shao, Zhengzhong
Adobe PDF(2731Kb)
|
收藏
|
浏览/下载:515/7
|
提交时间:2021/04/01
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