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Unified Deep Learning For Simultaneous Cardiac Cine MRI Reconstruction, Motion Estimation And Segmentation
会议论文
21ST IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING, Athens, Greece, 27-30 May 2024
作者:
Qian Pengfang
;
Zhou Zijian
;
Hu Peng
;
Qi Haikun
收藏
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浏览/下载:269/0
|
提交时间:2024/04/04
Contrastive Learning
Deep learning
Deep reinforcement learning
Image annotation
Image enhancement
Image reconstruction
Image registration
Image segmentation
Motion capture
Motion compensation
Motion estimation
Cardiac cine MRI
Cine-MRI
Deep learning
Dual-tasks
Learning methods
Motion segmentation
Motion-compensated reconstruction
MRI reconstruction
Segmentation
Task learning
A motion-corrected deep-learning reconstruction framework for accelerating whole-heart magnetic resonance imaging in patients with congenital heart disease
期刊论文
JOURNAL OF CARDIOVASCULAR MAGNETIC RESONANCE, 2024, 卷号: 26, 期号: 1
作者:
Phair, Andrew
;
Fotaki, Anastasia
;
Felsner, Lina
;
Fletcher, Thomas J.
;
Qi, Haikun
Adobe PDF(8756Kb)
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收藏
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浏览/下载:169/2
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提交时间:2024/05/27
Congenital heart disease
Cardiac MRI
Image reconstruction
Convolutional neural network
3D whole-heart
Motion correction
CT-value conservation based spatial transformer network for cardiac motion correction
期刊论文
X-RAY SPECTROMETRY, 2023, 卷号: 53, 期号: 5, 页码: 382-391
作者:
Xu, Xuan
;
Wang, Peng
;
Zhao, Liyi
;
Quan, Guotao
Adobe PDF(4425Kb)
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收藏
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浏览/下载:194/0
|
提交时间:2023/08/11
Computerized tomography
Convolutional neural networks
Deep learning
Heart
Image segmentation
Learning systems
Motion compensation
Artefact correction
Cardiac imaging
Cardiac motion
Cardiac motion correction
Convolutional neural network
CT-value
Interpolation algorithms
Motion correction
Motion vector field
Volume change
Free-running 3D whole-heart T1 and T2 mapping and cine MRI using low-rank reconstruction with non-rigid cardiac motion correction
期刊论文
MAGNETIC RESONANCE IN MEDICINE, 2023, 卷号: 89, 期号: 1, 页码: 217-232
作者:
Phair, Andrew
;
Cruz, Gastão
;
Qi, Haikun
;
Botnar, René M.
;
Prieto, Claudia
Adobe PDF(8129Kb)
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收藏
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浏览/下载:259/0
|
提交时间:2023/02/24
Heart
Image reconstruction
Magnetic resonance imaging
3d radial
Cardiac motion
Cine imaging
Free-running
Joint t1/t2 mapping
Low-rank inversion
Motion correction
Non-rigid
Non-rigid motion
Non-rigid motion correction
CT-Value Conservation based Spatial Transformer Network for Cardiac Motion Correction
会议论文
PROCEEDINGS OF SPIE - THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING, Virtual, Online, June 12, 2022 - June 16, 2022
作者:
Xu, Xuan
;
Wang, Peng
;
Zhao, Liyi
;
Quan, Guotao
Adobe PDF(1373Kb)
|
收藏
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浏览/下载:545/221
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提交时间:2022/11/25
Computerized tomography
Convolutional neural networks
Deep learning
Heart
Image segmentation
Learning systems
Medical imaging
Motion compensation
Artefact correction
Cardiac imaging
Cardiac motion
Cardiac motion correction
Convolutional neural network
Correction process
CT-value
Interpolation algorithms
Motion correction
Motion vector field
Joint Group-Wise Motion Estimation and Segmentation of Cardiac Cine MR Images Using Recurrent U-Net
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Cambridge, United kingdom, July 27, 2022 - July 29, 2022
作者:
Qian, Pengfang
;
Yang, Junwei
;
Lio, Pietro
;
Hu, Peng
;
Qi, Haikun
Adobe PDF(1061Kb)
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收藏
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浏览/下载:380/6
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提交时间:2022/09/02
Deep learning
Heart
Image enhancement
Image segmentation
Learning systems
Magnetic resonance imaging
Medical computing
Medical imaging
Cardiac motion
Cardiac segmentation
Cine-MRI
Deep learning
End-diastolic
MR-images
Nonrigid registration
Registration performance
Segmentation
Template images
End-to-end deep learning nonrigid motion-corrected reconstruction for highly accelerated free-breathing coronary MRA
期刊论文
MAGNETIC RESONANCE IN MEDICINE, 2021, 卷号: 86, 期号: 4
作者:
Qi, Haikun
;
Hajhosseiny, Reza
;
Cruz, Gastao
;
Kuestner, Thomas
;
Kunze, Karl
Adobe PDF(1645Kb)
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收藏
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浏览/下载:249/0
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提交时间:2021/06/18
coronary MRA
deep learning nonrigid motion correction
deep learning reconstruction
free-breathing cardiac MRI
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