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Joint coil sensitivity and motion correction in parallel MRI with a self-calibrating score-based diffusion model
期刊论文
MEDICAL IMAGE ANALYSIS, 2025, 卷号: 102
作者:
Chen, Lixuan
;
Tian, Xuanyu
;
Wu, Jiangjie
;
Feng, Ruimin
;
Lao, Guoyan
Adobe PDF(6839Kb)
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浏览/下载:75/1
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提交时间:2025/03/14
Brain mapping - Image coding - Image reconstruction - Inverse problems - Motion estimation - Nuclear magnetic resonance
Coil sensitivity - Diffusion model - Imaging reconstruction - Magnetic resonance imaging reconstruction - MAP estimation - Motion correction - Sensitivity map - Sensitivity map estimation - Time varying - Under sampled
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:220/2
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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
Towards Accurate Fetal Brain Parcellation via Hierarchical Network and Loss
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:
Huang, Shijie
;
Zhang, Kai
;
Huang, Jiawei
;
Kong, Lingnan
;
Zhu, Fangmei
收藏
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浏览/下载:233/0
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提交时间:2024/11/29
Brain mapping
Deep learning
Image coding
Image enhancement
Image segmentation
Labeled data
Neonatal monitoring
Nuclear magnetic resonance
Self-supervised learning
Semi-supervised learning
Brain regions
Data augmentation
Fetal brain
Fine grained
Hierarchical model
Hierarchical network
Human Connectome
Segmentation
Semi-supervised learning
Simple++
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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浏览/下载:309/66
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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
Deep learning-assisted preclinical MR fingerprinting for sub-millimeter T1 and T2 mapping of entire macaque brain
期刊论文
MAGNETIC RESONANCE IN MEDICINE, 2024, 卷号: 91, 期号: 3, 页码: 1149-1164
作者:
Gu, Yuning
;
Pan, Yongsheng
;
Fang, Zhenghan
;
Ma, Lei
;
Zhu, Yuran
Adobe PDF(6790Kb)
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浏览/下载:258/3
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提交时间:2024/01/19
Brain mapping
Deep learning
Image resolution
Magnetorheological fluids
Singular value decomposition
Acquisition time
Deep learning
Macaque brain
MR fingerprinting
MR relaxometry
Network training
Relaxometry
Residual U-net
Submillimetre
Under-sampling
Brain Age Prediction Based on Quantitative Susceptibility Mapping Using the Segmentation Transformer
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2024, 卷号: 28, 期号: 2, 页码: 1012-1021
作者:
Chen, Mingxing
;
Wang, Yiqing
;
Shi, Yuting
;
Feng, Jie
;
Feng, Ruimin
Adobe PDF(7850Kb)
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浏览/下载:169/0
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提交时间:2024/02/02
Brain age prediction
deep learning
Parkinson's disease
quantitative susceptibility mapping
Consistent and Accurate Segmentation for Serial Infant Brain MR Images with Registration Assistance
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:
Sun, Yuhang
;
Liu, Jiameng
;
Liu, Feihong
;
Sun, Kaicong
;
Zhang, Han
Adobe PDF(4261Kb)
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收藏
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浏览/下载:423/0
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提交时间:2023/11/24
Brain
Brain mapping
Deep learning
Histology
Image enhancement
Image segmentation
Magnetic resonance imaging
Brain development
Brain MR images
Brain tissue
Consistency constraints
Learning frameworks
Longitudinal segmentation
Registration assisted segmentation
Segmentation results
Temporal segmentations
Time points
Asynchronous Functional Brain Network Construction with Spatiotemporal Transformer for MCI Classification
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2024, 卷号: PP, 期号: 99
作者:
Jianjia Zhang
;
Xiaotong Wu
;
Xiang Tang
Adobe PDF(2613Kb)
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浏览/下载:175/1
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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
Exploring Multiconnectivity and Subdivision Functions of Brain Network via Heterogeneous Graph Network for Cognitive Disorder Identification
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 卷号: PP, 期号: 99
作者:
Dongdong Chen
;
Mengjun Liu
;
Zhenrong Shen
;
Linlin Yao
;
Xiangyu Zhao
Adobe PDF(2862Kb)
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收藏
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浏览/下载:173/2
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提交时间:2024/10/28
Brain mapping
Data flow graphs
Network coding
Neurodegenerative diseases
Brain connectivity
Brain functions
Brain network analyze
Brain networks
Graph networks
Graph neural network
Graph neural networks
Heterogeneous graph
Human intelligence
Self-attention
Structure-aware Brain Tissue Segmentation for Isointense Infant MRI Data Using Multi-phase Multi-scale Assistance Network
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2024, 卷号: PP, 期号: 99, 页码: 1297-1307
作者:
Jiameng Liu
;
Feihong Liu
;
Dong Nie
;
Yuning Gu
;
Yuhang Sun
Adobe PDF(4551Kb)
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浏览/下载:207/4
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提交时间:2024/09/23
Brain mapping
Tissue engineering
Adversarial networks
Brain development
Brain disorders
Brain tissue segmentations
Isointense infant brain tissue segmentation
Multi-phase multi-scale assistance network
Multi-scales
Myelination
Structure-aware
Structure-preserved GAN
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