A hybrid deep image prior and compressed sensing reconstruction method for highly accelerated 3D coronary magnetic resonance angiography

The proposed method enables scan-specific reconstruction of high-quality 3D CMRA from a five-minute acquisition, without relying on fully-sampled training data or placing a heavy burden on memory resources.

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Publication Details

Journal
Frontiers in Cardiovascular Medicine
Published
2024-09-12
DOI
https://doi.org/10.3389/fcvm.2024.1408351
Primary Topic
Advanced MRI Techniques and Applications
Type
article
Field-Weighted Citation Impact
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article

A hybrid deep image prior and compressed sensing reconstruction method for highly accelerated 3D coronary magnetic resonance angiography

Chenxi Hu, Chao Zou, Hao Peng, Hang Jin et al.
Frontiers in Cardiovascular Medicine
Advanced MRI Techniques and Applications
article

A hybrid deep image prior and compressed sensing reconstruction method for highly accelerated 3D coronary magnetic resonance angiography

Chenxi Hu, Chao Zou, Hao Peng, Hang Jin, Sicheng Zhu, Juan Gao, Zhihao Xue, Fan Yang
article en

Abstract

The proposed method enables scan-specific reconstruction of high-quality 3D CMRA from a five-minute acquisition, without relying on fully-sampled training data or placing a heavy burden on memory resources.

Frontiers in Cardiovascular MedicineVol. 11
Shanghai Medical College of Fudan University (CN), Shanghai Jiao Tong University (CN), Zhongshan Hospital (CN), Shenzhen Institutes of Advanced Technology (CN)
Sustainable cities and communities
Openalex Percentile: Top 74%
Advanced MRI Techniques and Applications
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A hybrid deep image prior and compressed sensing reconstruction method for highly accelerated 3D coronary magnetic resonance angiography — Chenxi Hu, Chao Zou, et al. · Frontiers in Cardiovascular Medicine (2024) | TGRS Research Map | TGRS