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Highly accelerated MRI via implicit neural representation guided posterior sampling of diffusion models
期刊论文
MEDICAL IMAGE ANALYSIS, 2025, 卷号: 100
作者:
Chu, Jiayue
;
Du, Chenhe
;
Lin, Xiyue
;
Zhang, Xiaoqun
;
Wang, Lihui
Adobe PDF(53410Kb)
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浏览/下载:249/35
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提交时间:2024/12/13
Diffusion tensor imaging
Magnetic resonance
Diffusion model
High-fidelity
Implicit neural representation
K-space
Model-based OPC
MRI acceleration
Neural representations
Posterior sampling
Scan time
Under sampled
Histological Validation of Multi-Echo Gradient Echo (MGRE)-Derived Myelin Water Fraction (MWF) at 9.4 T and the Influence of Orientation on Quantification
期刊论文
NMR IN BIOMEDICINE, 2025, 卷号: 38, 期号: 1
作者:
Thompson, Garth John
;
Wang, Ziyi
;
Kim, Jae-Yoon
;
Li, Hui
;
Kim, Dong-Hyun
Adobe PDF(4180Kb)
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浏览/下载:90/3
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提交时间:2025/01/10
Diffusion tensor imaging
Magnetic resonance imaging
Magnetic resonance measurement
Different ages
Diffusion tensor
Gradient echo
Gradient echo sequences
Measurements of
Myelin water fractions
Non- invasive measurements
Pathophysiological
Rats brain
Tensor imaging
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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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
Trade-offs among brain structural network characteristics across the cognitive decline process in cerebral small vessel disease
期刊论文
FRONTIERS IN AGING NEUROSCIENCE, 2024, 卷号: 16
作者:
Adobe PDF(942Kb)
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浏览/下载:126/1
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提交时间:2024/12/23
cerebral small vessel disease
cognitive impairment
diffusion tensor imaging
network efficiency
brain reserve
Cas-DiffCom: Cascaded Diffusion Model for Infant Longitudinal Super-Resolution 3D Medical Image Completion
会议论文
2024 IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), Athens, Greece, 27-30 May 2024
作者:
Lianghu Guo
;
Tianli Tao
;
Xinyi Cai
;
Zihao Zhu
;
Jiawei Huang
Adobe PDF(1806Kb)
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收藏
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浏览/下载:308/65
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提交时间:2024/08/26
Brain mapping
Diffusion tensor imaging
Image segmentation
3D medical image
Brain images
Brain structure
Diffusion model
Effective tool
Image completion
Infant development
Medical imaging completion
Neurocognition
Superresolution
A High-Frequency Re-Optimization Network for MRI Reconstruction with CT as the Prior
会议论文
2024 IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), Athens, Greece, 27-30 May 2024
作者:
Wenlei Shang
;
Wenjian Liu
;
Ying Cheng
;
Zijian Zhou
;
Guohua Cao
Adobe PDF(2295Kb)
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浏览/下载:258/17
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提交时间:2024/08/26
Compressed sensing
Constrained optimization
Deep learning
Diffusion tensor imaging
Image reconstruction
Magnetic resonance imaging
Nuclear magnetic resonance
Compressed-Sensing
Computed tomography
High frequency HF
High quality
Lifting schemes
MR-images
MRI reconstruction
Optimisations
Prior information
Prior-constrained MRI reconstruction
CARDIAC CINE MRI MOTION CORRECTION USING DIFFUSION MODELS
会议论文
21ST INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING, Athens, Greece, 27-30 May 2024
作者:
Yang Liu
;
Jiameng Diao
;
Zijian Zhou
;
Haikun Qi
;
Peng Hu
Adobe PDF(17051Kb)
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收藏
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浏览/下载:327/7
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提交时间:2024/04/08
Contrastive Learning
Deep learning
Diffusion tensor imaging
Gaussian noise (electronic)
Image acquisition
Image denoising
Image sampling
Nuclear magnetic resonance
Self-supervised learning
Semi-supervised learning
Cine magnetic resonance imaging
Corrupted images
De-noising
Diffusion model
Dynamic images
Generative model
Motion artifact
Motion correction
Probabilistic models
Scan time
A Modality-Flexible Framework for Alzheimer's Disease Diagnosis Following Clinical Routine
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2024, 卷号: PP, 期号: 99, 页码: 535-546
作者:
Yuanwang Zhang
;
Kaicong Sun
;
Yuxiao Liu
;
Fang Xie
;
Qihao Guo
Adobe PDF(2076Kb)
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收藏
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浏览/下载:182/0
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提交时间:2024/10/08
Data fusion
Diagnosis
Diffusion tensor imaging
Image coding
Alzheimer disease diagnose
Alzheimers disease
Clinical routine
Disease diagnosis
Imaging and non-imaging data
Imaging data
Multi-modal fusion
Non-imaging
Tabular data
Transformer
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)
|
收藏
|
浏览/下载:140/3
|
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
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)
|
收藏
|
浏览/下载:289/0
|
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
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