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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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收藏
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浏览/下载:164/1
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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
Deep Scrubbing: A Reconstruction-Based Approach for Automatic and Adaptive fMRI Denoising
会议论文
2025 IEEE 22ND INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), Houston, TX, USA, 14-17 April 2025
作者:
Haifeng Tang
;
Luoyu Wang
;
Gaofeng Wu
;
Yifang Jia
;
Han Zhang
Adobe PDF(9711Kb)
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浏览/下载:248/5
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提交时间:2024/11/29
Image coding
Image compression
Image denoising
Image segmentation
Reliability analysis
Anomaly detection
Brain functions
De-noising
Diagnostic accuracy
Functional connectivity
Functional magnetic resonance imaging
Head motion
Quality assessment
Scrubbing
Signal noise
A Serial Image Segmentation and Registration Network (SISRN) for Dynamic Enhanced Magnetic Resonance Image Sequences
会议论文
2025 IEEE 22ND INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), Houston, TX, USA, 14-17 April 2025
作者:
Zehao Weng
;
Zhong Xue
;
Haoran Sun
;
Dongdong Gu
Adobe PDF(1419Kb)
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浏览/下载:19/1
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提交时间:2025/05/20
Diagnostic radiography
Image segmentation
Neuroimaging
Noninvasive medical procedures
Photointerpretation
Chronic kidney disease
Deep learning
Dynamic contrast-enhanced magnetic resonance imaging
Image sequence
Images registration
Images segmentations
Medical image registration
Multitask learning
Serial images
Temporal consistency
MoAR-Diff: Controlled Diffusion Model for Infant Brain MR Motion Artifact Reduction
会议论文
2025 IEEE 22ND INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), Houston, TX, USA, 14-17 April 2025
作者:
Haowen Deng
;
Zihao Zhu
;
Kaidong Wang
;
Xinyi Cai
;
Yitian Tao
Adobe PDF(3392Kb)
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浏览/下载:217/12
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提交时间:2024/11/29
Frequency domain analysis
Image coding
Neuroimaging
Artefact reduction
Controlled diffusion
Diffusion model
Head motion
Imaging reconstruction
Infant
Magnetic resonance imaging reconstruction
Motion artifact
Motion artifact reduction
Reduction-diffusion model
SVRMamba: Slice-to-Volume Reconstruction from Multiple MRI Stacks with Slice Sequence Guided Mamba
会议论文
PROCEEDINGS OF THE AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, Philadelphia, PA, United states, February 25, 2025 - March 4, 2025
作者:
Wu, Jiangjie
;
Wei, Hongjiang
;
Zhang, Yuyao
Adobe PDF(3142Kb)
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收藏
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浏览/下载:0/0
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提交时间:2025/06/17
Three dimensional computer graphics
'current
2-D slice
Fetal magnetic resonance imaging
Image noise
Motion correction
Multiple stacks
Reconstruction speed
State of the art
Volume reconstruction
Volume reconstruction method
REHRSeg: Unleashing the power of self-supervised super-resolution for resource-efficient 3D MRI segmentation
期刊论文
NEUROCOMPUTING, 2025, 卷号: 624
作者:
Song, Zhiyun
;
Zhao, Yinjie
;
Li, Xiaomin
;
Fei, Manman
;
Zhao, Xiangyu
Adobe PDF(15285Kb)
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浏览/下载:125/15
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提交时间:2025/02/12
Image acquisition
Image annotation
Image segmentation
Medical imaging
High resolution
High-resolution segmentation
Knowledge distillation
Low resolution images
Lower resolution
Resource-efficient
Self-supervised super-resolution
Superresolution
Uncertainty
Uncertainty awareness
Magnetic resonance imaging
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:258/0
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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++
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:247/4
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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
Transferring Adult-like Phase Images for Robust Multi-view Isointense Infant Brain Segmentation
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2025, 卷号: 44, 期号: 1, 页码: 69-78
作者:
Huabing Liu
;
Jiawei Huang
;
Dengqiang Jia
;
Qian Wang
;
Jun Xu
Adobe PDF(2029Kb)
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收藏
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浏览/下载:171/2
|
提交时间:2024/07/22
Feature extraction
Image enhancement
Image segmentation
Magnetic resonance imaging
Medical imaging
Tissue
Accuracy
Adult-like phase image
Adversarial networks
Anatomy
Brain segmentation
Disentangled cycle-consistent adversarial network
Features extraction
Images segmentations
Isointense infant brain segmentation
Multi-view learning
Phase image
DVasMesh: Deep Structured Mesh Reconstruction from Vascular Images for Dynamics Modeling of Vessels
会议论文
LECTURE NOTES IN COMPUTER SCIENCE, Marrakesh, Morocco, October 6, 2024 - October 6, 2024
作者:
Jia, Dengqiang
;
Yang, Xinnian
;
Xiong, Xiaosong
;
Huang, Shijie
;
Hou, Feiyu
收藏
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浏览/下载:42/0
|
提交时间:2025/04/11
Deep learning
Image annotation
Image segmentation
Magnetic resonance imaging
Medical image processing
Network theory (graphs)
Cerebral vessels
Coronary
CTA
Deep learning
Dynamics simulation
Mesh reconstruction
MRA
Structured mesh
Vascular
Vascular graph
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