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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:120/14
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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
Learning Fine-Grained and Semantically Aware Mamba Representations for Tampered Text Detection in Images
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Urumqi, China, October 18, 2024 - October 20, 2024
作者:
Sun, Hao
;
Cao, Jie
;
Zhang, Zhida
;
Wu, Tao
;
Zhou, Kai
收藏
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浏览/下载:145/0
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提交时间:2024/12/13
Image enhancement
Space-time block coding (STBC)
Fine grained
Image editing software
Image manipulation
Image manipulation detection
Multi-modal
State-space models
Synthesis techniques
Tampered text detection
Text detection
Text images
Draw Sketch, Draw Flesh: Whole-Body Computed Tomography from Any X-Ray Views
期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2024
作者:
Pan, Yongsheng
;
Ye, Yiwen
;
Zhang, Yanning
;
Xia, Yong
;
Shen, Dinggang
Adobe PDF(8103Kb)
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收藏
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浏览/下载:145/4
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提交时间:2024/12/17
Image synthesis
Generative adversarial network
X-ray images
CT reconstruction
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:309/8
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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
Generating synthetic computed tomography for radiotherapy: SynthRAD2023 challenge report
期刊论文
MEDICAL IMAGE ANALYSIS, 2024, 卷号: 97
作者:
Huijben, Evi M.C.
;
Terpstra, Maarten L.
;
Galapon, Arthur Jr.
;
Pai, Suraj
;
Thummerer, Adrian
Adobe PDF(2223Kb)
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收藏
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浏览/下载:369/3
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提交时间:2024/08/09
Carrier concentration
Computerized tomography
Deep learning
Electron density measurement
Electrons
Image analysis
Magnetic resonance imaging
Medical imaging
Photons
Tissue
Adaptive radiotherapy
Cone-beam CT
Deep learning
Generation techniques
Healthy tissues
Image similarity
Images synthesis
Medical image synthesis
Synthetic computed tomography generation
Treatment planning
sTBI-GAN: An adversarial learning approach for data synthesis on traumatic brain segmentation
期刊论文
COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 2024, 卷号: 112
作者:
Zhao, Xiangyu
;
Zang, Di
;
Wang, Sheng
;
Shen, Zhenrong
;
Xuan, Kai
Adobe PDF(3067Kb)
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收藏
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浏览/下载:313/4
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提交时间:2024/02/23
Brain
Image enhancement
Image segmentation
Magnetic resonance
Magnetic resonance imaging
Medical imaging
Metadata
Adversarial learning
Brain segmentation
Data augmentation
Data synthesis
Image Inpainting
Images synthesis
Inpainting
Learning approach
Medical image synthesis
Traumatic Brain Injuries
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)
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收藏
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浏览/下载:644/212
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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
Image-and-Label Conditioning Latent Diffusion Model: Synthesizing Aβ-PET from MRI for Detecting Amyloid Status
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2024, 卷号: 29, 期号: 2, 页码: 1221-1231
作者:
Ou, Zaixin
;
Pan, Yongsheng
;
Xie, Fang
;
Guo, Qihao
;
Shen, Dinggang
Adobe PDF(32723Kb)
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收藏
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浏览/下载:164/6
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提交时间:2024/11/29
Diagnosis
Neuroimaging
AI2-PET imputation
Alzheimers disease
Diffusion model
Image diagnosis
Images synthesis
Learn+
MRI scan
PET Scan
Shared information
Structural information
TMM-Nets: Transferred Multi- to Mono-Modal Generation for Lupus Retinopathy Diagnosis
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2023, 卷号: 42, 期号: 4, 页码: 1083-1094
作者:
Liu, Ruhan
;
Wang, Tianqin
;
Li, Huating
;
Zhang, Ping
;
Li, Jing
Adobe PDF(4663Kb)
|
收藏
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浏览/下载:301/0
|
提交时间:2023/04/28
Clinical research
Diseases
Eye protection
Image enhancement
Learning systems
Medical imaging
Modal analysis
Biomedical imaging
Generating adversarial training
Images synthesis
Lesion
Lupus retinopathy
Multi-modal data
Retinopathy
Transfer learning
Unmatched multi-modal data
UWF-FFA
UWF-FP
Image synthesis with disentangled attributes for chest X-ray nodule augmentation and detection
期刊论文
MEDICAL IMAGE ANALYSIS, 2023, 卷号: 84
作者:
Shen, Zhenrong
;
Ouyang, Xi
;
Xiao, Bin
;
Cheng, Jie-Zhi
;
Shen, Dinggang
Adobe PDF(6216Kb)
|
收藏
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浏览/下载:633/168
|
提交时间:2023/03/10
iological organs
Computer aided diagnosis
Computer aided instruction
Deep learning
Image enhancement
Chest X-ray
Chest X-ray image
Computer assisted diagnosis
Data augmentation
Image Inpainting
Images synthesis
Lung Cancer
Lung nodule
Lung nodules detection
Nodule detection
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