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Asynchronous Functional Brain Network Construction with Spatiotemporal Transformer for MCI Classification
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2025, 卷号: 44, 期号: 3, 页码: 1168-1180
作者:
Jianjia Zhang
;
Xiaotong Wu
;
Xiang Tang
;
Luping Zhou
;
Lei Wang
Adobe PDF(2613Kb)
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浏览/下载:186/1
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提交时间:2024/10/28
Brain mapping
Computer aided diagnosis
Computer aided network analysis
Neurodegenerative diseases
Alzheimers disease
Brain networks
Computer-aided
Functional brain network
Functional connectivity
Functionals
Region-of-interest
Regions of interest
Resting-state functional magnetic resonance imaging
Transformer
Multi-modal Long-Short Distance Attention-based Transformer-GAN for PET Reconstruction with Auxiliary MRI
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2025, 卷号: PP, 期号: 99
作者:
Pinxian Zeng
;
Xinyi Zeng
;
Yan Wang
;
Luping Zhou
;
Chen Zu
Adobe PDF(20597Kb)
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浏览/下载:53/1
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提交时间:2025/03/03
Computerized tomography - Nuclear magnetic resonance - Reconstruction (structural)
Attention mechanisms - Features extraction - Features fusions - High quality - High-quality standards - Multi-modal - Multi-modal PET reconstruction - PET images - PET reconstruction - PET Scan
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, 页码: 9400-9413
作者:
Cui, Jiaqi
;
Wang, Yan
;
Zhou, Luping
;
Fei, Yuchen
;
Zhou, Jiliu
Adobe PDF(1871Kb)
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浏览/下载:300/5
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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)
Constructing hierarchical attentive functional brain networks for early AD diagnosis
期刊论文
MEDICAL IMAGE ANALYSIS, 2024, 卷号: 94
作者:
Zhang, Jianjia
;
Guo, Yunan
;
Zhou, Luping
;
Wang, Lei
;
Wu, Weiwen
Adobe PDF(2260Kb)
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浏览/下载:316/2
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提交时间:2024/04/12
Brain
Deep learning
Brain disease
Brain disease classification
Brain disorders
Brain networks
Conventional constructions
Disease classification
Functional brain network
Hierarchical representation
Rs-fMRI
Transformer
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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浏览/下载:437/1
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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
A robust and efficient AI assistant for breast tumor segmentation from DCE-MRI via a spatial-temporal framework
期刊论文
PATTERNS, 2023, 卷号: 4, 期号: 9
作者:
Zhang, Jiadong
;
Cui, Zhiming
;
Shi, Zhenwei
;
Jiang, Yingjia
;
Zhang, Zhiliang
Adobe PDF(2831Kb)
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浏览/下载:408/4
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提交时间:2023/09/22
Diagnosis
Large dataset
Magnetic resonance imaging
Medical imaging
Tumors
Breast tumour
Domain problems
DSML 3: development/pre-production: data science output have been rolled out/validated across multiple domain/problem
Dynamic contrast-enhanced magnetic resonance imaging
Follow up
Multiple domains
Pre-production
Production data
Spatial temporals
Tumor segmentation
Contrastive Diffusion Model with Auxiliary Guidance for Coarse-to-Fine PET Reconstruction
预印本
2023
作者:
Han, Zeyu
;
Wang, Yuhan
;
Zhou, Luping
;
Wang, Peng
;
Yan, Binyu
Adobe PDF(2482Kb)
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收藏
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浏览/下载:149/0
|
提交时间:2024/06/03
Positron emission tomography (PET)
PET reconstruction
Diffusion probabilistic models
Contrastive learning
Does perfect filtering really guarantee perfect phase correction for diffusion MRI data?
期刊论文
COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 2023, 卷号: 103
作者:
Liu, Feihong
;
Yang, Junwei
;
Feng, Mingyue
;
Cui, Zhiming
;
He, Xiaowei
Adobe PDF(3269Kb)
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浏览/下载:403/5
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提交时间:2023/02/03
Phase correction
Noise-floor
Spatially-varying noise
Adaptive filtering
Breast Fibroglandular Tissue Segmentation for Automated BPE Quantification with Iterative Cycle-consistent Semi-supervised Learning
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2023, 卷号: PP, 期号: 99, 页码: 3944-3955
作者:
Jiadong Zhang
;
Zhiming Cui
;
Luping Zhou
;
Yiqun Sun
;
Zhenhui Li
Adobe PDF(8520Kb)
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浏览/下载:274/4
|
提交时间:2023/10/07
Breast Tissue Segmentation
Automated Background Parenchymal Enhancement (BPE) Quantification
Semi-supervised Learning
MoSID: Modality-Specific Information Disentanglement from Multi-parametric MRI for Breast Tumor Segmentation
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Vancover, BC, Canada, October 12, 2023 - October 12, 2023
作者:
Adobe PDF(2006Kb)
|
收藏
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浏览/下载:390/12
|
提交时间:2023/11/24
Diagnosis
Image segmentation
Large dataset
Medical imaging
Tumors
Breast Cancer
Breast tumour
Disentanglement
Effective tool
Health issues
Imaging sequence
Intermodality
Segmentation
Specific information
Tumor segmentation
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