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Uni-COAL: A unified framework for cross-modality synthesis and super-resolution of MR images
期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2025, 卷号: 270
作者:
Song, Zhiyun
;
Qi, Zengxin
;
Wang, Xin
;
Zhao, Xiangyu
;
Shen, Zhenrong
Adobe PDF(20189Kb)
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收藏
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浏览/下载:142/18
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提交时间:2025/02/12
Dynamic contrast enhanced MRI
Image coding
Image enhancement
Image reconstruction
Neuroimaging
Cross modality
Cross-modality synthesis
MR-images
Performance
Shannon
Single-networks
Specific tasks
Stochastics
Superresolution
Unified framework
REHRSeg: Unleashing the power of self-supervised super-resolution for resource-efficient 3D MRI segmentation
期刊论文
NEUROCOMPUTING, 2025, 卷号: 624
作者:
Song, Zhiyun
;
Zhao, Yinjie
;
Li, Xiaomin
;
Fei, Manman
;
Zhao, Xiangyu
Adobe PDF(15285Kb)
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收藏
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浏览/下载:135/19
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提交时间:2025/02/12
Image acquisition
Image annotation
Image segmentation
Medical imaging
High resolution
High-resolution segmentation
Knowledge distillation
Low resolution images
Lower resolution
Resource-efficient
Self-supervised super-resolution
Superresolution
Uncertainty
Uncertainty awareness
Magnetic resonance imaging
AASeg: Artery-aware Global-to-Local Framework for Aneurysm Segmentation in Head and Neck CTA Images
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2025, 卷号: 44, 期号: 3, 页码: 1273-1283
作者:
Linlin Yao
;
Dongdong Chen
;
Xiangyu Zhao
;
Manman Fei
;
Zhiyun Song
Adobe PDF(20351Kb)
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浏览/下载:228/7
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提交时间:2024/11/28
Angiography
Graphic methods
Image segmentation
Medical computing
Network theory (graphs)
Aneurysm segmentation
Angiography images
Centerline graph
Centerlines
Computed tomography angiography
Geometric deep learning
Head and neck
Localisation
Medical intervention
Point-clouds
Whole slide cervical cancer classification via graph attention networks and contrastive learning
期刊论文
NEUROCOMPUTING, 2025, 卷号: 613
作者:
Fei, Manman
;
Zhang, Xin
;
Chen, Dongdong
;
Song, Zhiyun
;
Wang, Qian
Adobe PDF(5797Kb)
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收藏
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浏览/下载:398/4
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提交时间:2024/11/08
Lung cancer
Automatic diagnosis
Cancer classification
Cervical cancers
Cervical cells
Contextual information
Graph attention network
Images classification
Supervised contrastive learning
Whole slide image classification
Whole slide images
CRISPR-AsCas12f1 couples out-of-protospacer DNA unwinding with exonuclease activity in the sequential target cleavage
期刊论文
NUCLEIC ACIDS RESEARCH, 2024, 卷号: 52, 期号: 22, 页码: 14030-14042
作者:
Song, Xiaoxuan
;
Chen, Ziting
;
Sun, Wenjun
;
Yang, Hao
;
Guo, Lijuan
Adobe PDF(2215Kb)
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收藏
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浏览/下载:459/21
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提交时间:2024/10/31
Exploring Multiconnectivity and Subdivision Functions of Brain Network via Heterogeneous Graph Network for Cognitive Disorder Identification
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024
作者:
Dongdong Chen
;
Mengjun Liu
;
Zhenrong Shen
;
Linlin Yao
;
Xiangyu Zhao
Adobe PDF(2862Kb)
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浏览/下载:206/2
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提交时间:2024/10/28
Brain mapping
Data flow graphs
Network coding
Neurodegenerative diseases
Brain connectivity
Brain functions
Brain network analyze
Brain networks
Graph networks
Graph neural network
Graph neural networks
Heterogeneous graph
Human intelligence
Self-attention
Distillation of multi-class cervical lesion cell detection via synthesis-aided pre-training and patch-level feature alignment
期刊论文
NEURAL NETWORKS, 2024, 卷号: 178
作者:
Fei, Manman
;
Shen, Zhenrong
;
Song, Zhiyun
;
Wang, Xin
;
Cao, Maosong
Adobe PDF(3396Kb)
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收藏
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浏览/下载:322/8
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提交时间:2024/06/07
Cells
Classification (of information)
Cytology
Distillation
Feature extraction
Image processing
Network architecture
Automated detection
Cell detection
Cervical lesion cell detection
Cervical lesions
Detection networks
Feature alignment
Images synthesis
Knowledge distillation
Pre-training
Training model
Inter-slice Super-resolution of Magnetic Resonance Images by Pre-training and Self-supervised Fine-tuning
会议论文
ARXIV, Athens, Greece, 27-30 May 2024
作者:
Wang, Xin
;
Song, Zhiyun
;
Zhu, Yitao
;
Wang, Sheng
;
Zhang, Lichi
Adobe PDF(8701Kb)
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收藏
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浏览/下载:229/1
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提交时间:2024/07/02
Super-resolution
Magnetic Resonance Image
Pre-training
Inter-Slice Super-Resolution of Magnetic Resonance Images by Pre-Training and Self-Supervised Fine-Tuning
会议论文
PROCEEDINGS - INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING, Athens, Greece, May 27, 2024 - May 30, 2024
作者:
Wang, Xin
;
Song, Zhiyun
;
Zhu, Yitao
;
Wang, Sheng
;
Zhang, Lichi
Adobe PDF(8701Kb)
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收藏
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浏览/下载:443/90
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提交时间:2024/09/20
Deep learning
Image analysis
Magnetic resonance
Medical imaging
Video analysis
Video recording
2-D slice
Clinical practices
Fine tuning
Image visualization
Isotropics
Learning-based super-resolution
Magnetic resonance image
Pre-training
Resolution techniques
Superresolution
Arbitrary Reduction of MRI Inter-slice Spacing Using Hierarchical Feature Conditional Diffusion
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Vancouver, BC, Canada, October 8, 2023 - October 8, 2023
作者:
Wang, Xin
;
Shen, Zhenrong
;
Song, Zhiyun
;
Wang, Sheng
;
Liu, Mengjun
Adobe PDF(5987Kb)
|
收藏
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浏览/下载:673/226
|
提交时间:2023/11/24
Computer aided diagnosis
Diffusion
Gaussian noise (electronic)
Iterative methods
Optical resolving power
% reductions
2D scanning
Conditional image synthesis
Diffusion model
Down-stream
Hierarchical features
Images synthesis
Resolution techniques
Superresolution
Visual experiences
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