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Structure-Preserving Diffusion Model for Unpaired Medical Image Translation
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Marrakesh, Morocco, October 6, 2024 - October 6, 2024
作者:
Wang, Haoshen
;
Wang, Xiaodong
;
Cui, Zhiming
Adobe PDF(2971Kb)
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收藏
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浏览/下载：224/1
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提交时间：2024/11/29
Computerized tomography
Anatomical structure preserving
Anatomical structures
Clinical diagnosis
Diffusion model
Edge information
Image translation
Multi-modality imaging
Novel structures
Structure-preserving
Unpaired image translation
3D Point-Based Multi-Modal Context Clusters GAN for Low-Dose PET Image Denoising
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 卷号: 34, 期号: 10
作者:
Cui, Jiaqi
;
Wang, Yan
;
Zhou, Luping
;
Fei, Yuchen
;
Zhou, Jiliu
Adobe PDF(1871Kb)
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收藏
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浏览/下载：277/5
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提交时间：2024/05/14
Magnetic resonance imaging
Positron emission tomography
Noise reduction
Three-dimensional displays
Point cloud compression
Image denoising
Task analysis
Positron emission topography (PET)
low-dose PET denoising
multi-modality
point-based representation
context clusters
generative adversarial network (GAN)
Vector Quantized Multi-modal Guidance for Alzheimer’s Disease Diagnosis Based on Feature Imputation
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:
Zhang, Yuanwang
;
Sun, Kaicong
;
Liu, Yuxiao
;
Ou, Zaixin
;
Shen, Dinggang
Adobe PDF(1012Kb)
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浏览/下载：354/1
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提交时间：2023/11/24
Classification (of information)
Computer aided diagnosis
Medical computing
Medical imaging
Positron emission tomography
Vector spaces
Alzheimer
Alzheimer’s disease
Discrete learning
Disease diagnosis
Feature imputation
Imaging modality
Incomplete modality
Multi-modal
Multi-modal learning
Performance
3D multi-modality Transformer-GAN for high-quality PET reconstruction
期刊论文
MEDICAL IMAGE ANALYSIS, 2024, 卷号: 91
作者:
Wang, Yan
;
Luo, Yanmei
;
Zu, Chen
;
Zhan, Bo
;
Jiao, Zhengyang
Adobe PDF(4982Kb)
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收藏
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浏览/下载：422/1
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提交时间：2023/11/24
Diagnosis
Generative adversarial networks
Image reconstruction
Magnetic resonance imaging
Metabolism
Positrons
Semantics
Signal encoding
Generative adversarial network
High quality
Low dose
Multi-modality
PET images
Positron emission tomography
Positron emission tomography reconstruction
Radiation risk
Tomography reconstruction
Transformer
Disease-Image-Specific Learning for Diagnosis-Oriented Neuroimage Synthesis With Incomplete Multi-Modality Data
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 卷号: 44, 期号: 10
作者:
Yongsheng Pan
;
Mingxia Liu
;
Yong Xia
;
Dinggang Shen
Adobe PDF(1669Kb)
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收藏
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浏览/下载：300/0
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提交时间：2022/09/28
Diseases
Magnetic resonance imaging
Medical diagnosis
Image synthesis
Generative adversarial networks
Task analysis
Neuroimaging
Multi-modality neuroimaging
generative adversarial network
missing image synthesis
brain disease diagnosis
Common feature learning for brain tumor MRI synthesis by context-aware generative adversarial network
期刊论文
MEDICAL IMAGE ANALYSIS, 2022, 卷号: 79
作者:
Huang, Pu
;
Li, Dengwang
;
Jiao, Zhicheng
;
Wei, Dongming
;
Cao, Bing
Adobe PDF(3858Kb)
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收藏
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浏览/下载：472/0
|
提交时间：2022/05/27
Brain
Decoding
Diagnosis
Magnetic resonance imaging
Signal encoding
Tumors
Brain tumors
Common feature learning
Common features
Context-Aware
Diagnosis planning
Feature learning
Feature space
Image modality
Images synthesis
Multi-modal
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