ArticleMagnetic resonance in medicine2024
Deep image prior cine MR fingerprinting with B
Article in Magnetic resonance in medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
What it found
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The trial behind it
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Who cites it
3 citing papers in PubMed.
- Free-Running Three-Dimensional Cardiac Extracellular Volume Mapping in a Single Scan With Mid-Scan Contrast Injection.Magnetic resonance in medicine · 2026Article
- Self-supervised learning for MRI reconstruction: a review and new perspective.Magma (New York, N.Y.) · 2025Review
- Self-supervised learning for improved calibrationless radial MRI with NLINV-Net.Magnetic resonance in medicine · 2024Article
Corrections and comments
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Authors and funding
6 authors.
Funding
Abstract
purposeTo develop a deep image prior (DIP) reconstruction for B
methodsThe proposed method combines low-rank (LR) modeling with a DIP to generate cardiac phase-resolved parameter maps without motion correction, employing self-supervised training to enforce consistency with undersampled spiral k-space data. Two implementations were tested: one approach (DIP) for cine T
resultsDIP and DIP-B1 outperformed other cine MRF reconstructions with improved noise suppression and delineation of high-resolution details. Within-segment variability in the myocardium (reported as the coefficient of variation for T
conclusionA DIP reconstruction for 2D cine MRF enabled cardiac phase-resolved mapping of T
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Registered trials
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