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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:225/1
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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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浏览/下载:280/5
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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)
Enhancing Sparse Photoacoustic Tomography Reconstruction with Score-based Generative Models
会议论文
2024 IEEE 21TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI 2024), Athens, Greece, 27-30 May 2024
作者:
Tong SQ(童尚清)
;
Lan HR(兰恒荣)
;
Jiang DH(江道淮)
;
Nie LM(聂立铭)
;
Luo JW(罗建文)
Adobe PDF(2527Kb)
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浏览/下载:241/4
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提交时间:2024/05/29
Generative adversarial networks
Image reconstruction
Inverse problems
Stochastic models
Deep learning
Depths of penetration
Generative model
Imaging modality
Optical contrast
Photoa-coustic tomography
Photoacoustic tomography
Score-based generative model
Sensors data
Tomography reconstruction
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:425/1
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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
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
;
Ying, Shihui
;
Shi, Jun
;
Shen, Dinggang
Adobe PDF(3405Kb)
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收藏
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浏览/下载:693/0
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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
Photoacoustic Digital Tooth and Image Reconstruction of Tooth Root
会议论文
IEEE INTERNATIONAL ULTRASONICS SYMPOSIUM, IUS, Montreal, QC, Canada, September 3, 2023 - September 8, 2023
作者:
Shen, Yuting
;
Wang, Yiyun
;
Liu, Chengxiao
;
Ye, Niansong
;
Gao, Feng
Adobe PDF(814Kb)
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收藏
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浏览/下载:277/68
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提交时间:2024/01/19
Bone
Computerized tomography
Diagnosis
Image reconstruction
Phantoms
'current
Alveolar bones
Digital phantoms
Images reconstruction
Imaging modality
Photo-acoustic imaging
Root surfaces
Tooth imaging
Tooth movement
Tooth root
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:301/0
|
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
D2FE-GAN: Decoupled dual feature extraction based GAN for MRI image synthesis
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2022, 卷号: 252
作者:
Zhan, Bo
;
Zhou, Luping
;
Li, Zhiang
;
Wu, Xi
;
Pu, Yifei
Adobe PDF(2330Kb)
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收藏
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浏览/下载:315/0
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提交时间:2022/08/08
Extraction
Feature extraction
Magnetic resonance imaging
Semantics
Cross modality
Decoupled dual feature extraction (D2FE)
Feature representation
Features extraction
Generative adversarial network
Images synthesis
Magnetic resonance imaging
Network-based
Pulse parameter
Pulse sequence
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:473/0
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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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