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Clinical Brain MRI Super-Resolution with 2D Slice-Wise Diffusion Model
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, Runqi
;
Cao, Zehong
;
He, Yichu
;
Liu, Jiameng
;
Shi, Feng
Adobe PDF(1691Kb)
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收藏
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浏览/下载:219/2
|
提交时间:2024/11/29
Bioinformatics
Brain mapping
Deep learning
Diffusion tensor imaging
Electroencephalography
Image segmentation
2-D slice
Brain imaging
Brain magnetic resonance imaging
Diffusion model
Plug-and-play
Real-world
Soft tissue
Spatial resolution
Superresolution
Synthetic data
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:292/4
|
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
Development-driven Diffusion Model for Longitudinal Prediction of Fetal Brain MRI with Unpaired Data
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2024, 卷号: PP, 期号: 99
作者:
Kai Zhang
;
Geng Chen
;
Shijie Huang
;
Fangmei Zhu
;
Zhongxiang Ding
Adobe PDF(2265Kb)
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收藏
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浏览/下载:144/3
|
提交时间:2024/11/28
Brain mapping
Diffusion tensor imaging
Magnetic resonance
Neonatal monitoring
Prediction models
3D image generation
Change-over time
Conditional and guided diffusion model
Diffusion model
Driven diffusion
Fetal brain magnetic resonance imaging
Large-scales
MR-images
Perceptive distance guidance
Resonance imaging data
Multimodal transformer network for incomplete image generation and diagnosis of Alzheimer's disease
期刊论文
COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 2023, 卷号: 110
作者:
Gao, Xingyu
;
Shi, Feng
;
Shen, Dinggang
;
Liu, Manhua
Adobe PDF(7954Kb)
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收藏
|
浏览/下载:245/0
|
提交时间:2023/11/24
Brain mapping
Deep learning
Diagnosis
Magnetic resonance imaging
Neurodegenerative diseases
Positron emission tomography
Alzheimers disease
Brain images
Disease diagnosis
Image generations
Missing data
Multi-modal
Multilevels
Multimodal brain image
Multimodal images
Transformer
A-GCL: Adversarial graph contrastive learning for fMRI analysis to diagnose neurodevelopmental disorders
期刊论文
MEDICAL IMAGE ANALYSIS, 2023, 卷号: 90
作者:
Zhang, Shengjie
;
Chen, Xiang
;
Shen, Xin
;
Ren, Bohan
;
Yu, Ziqi
Adobe PDF(3758Kb)
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收藏
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浏览/下载:306/0
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提交时间:2023/09/22
Brain
Brain mapping
Correlation methods
Diagnosis
Diseases
Electronic data interchange
Graph neural networks
Adversarial graph contrastive learning
Brain regions
Brain-imaging data
Cognitive tests
Functional magnetic resonance imaging
Functional magnetic resonance imaging analyse
Graph neural networks
Human bias
Imaging analysis
Neurodevelopmental disorder
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
|
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
Feature-Based Transformer with Incomplete Multimodal Brain Images for Diagnosis of Neurodegenerative Diseases
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:
Gao, Xingyu
;
Shi, Feng
;
Shen, Dinggang
;
Liu, Manhua
Adobe PDF(53355Kb)
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收藏
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浏览/下载:171/0
|
提交时间:2023/11/10
Brain mapping
Computer aided diagnosis
Modal analysis
Brain images
Brain imaging
Feature regression
Feature-based
Missing data
Multi-modal
Multi-modal transformer
Multimodal brain imaging
Subnetworks
Regularized Asymmetric Susceptibility Tensor Imaging in the Human Brain in vivo
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2022, 卷号: 26, 期号: 9, 页码: 1-11
作者:
Yuting Shi
;
Steven Cao
;
Xu Li
;
Ruimin Feng
;
Jie Zhuang
Adobe PDF(8594Kb)
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收藏
|
浏览/下载:290/0
|
提交时间:2022/07/25
Brain
Brain mapping
Cerebrospinal fluid
Data acquisition
Diffusion tensor imaging
Inverse problems
Magnetic anisotropy
Magnetic heads
Magnetic resonance imaging
Magnetic susceptibility
Magnetism
Tissue
Asymmetric susceptibility tensor
Fibre orientation
Head
In-vivo
Magnetic susceptibility anisotropy
Magnetic-field
Susceptibility anisotropy
Susceptibility tensor imaging
Susceptibility tensors
Tensor imaging
White matter
Non-invasive visualization of amyloid-beta deposits in Alzheimer amyloidosis mice using magnetic resonance imaging and fluorescence molecular tomography
期刊论文
BIOMEDICAL OPTICS EXPRESS, 2022, 卷号: 13, 期号: 7, 页码: 3809-3822
作者:
Ren, Wuwei
;
Li, Linlin
;
Zhang, Jianru
;
Vaas, Markus
;
Klohs, Jan
Adobe PDF(16476Kb)
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收藏
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浏览/下载:267/0
|
提交时间:2022/07/15
Brain
Data acquisition
Deposits
Disease control
Diseases
Fluorescence imaging
Glycoproteins
Image reconstruction
Image segmentation
Mammals
Physiological models
Tomography
Alzheimer
Amyloid betas
Amyloid-beta peptides
Anatomical information
Disease burdens
Fluorescence molecular tomography
Fluorescence reflectance imaging
Mice models
Non-invasive monitoring
Patient models
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