Magnetic Resonance Fingerprinting

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

No dataset record in the archive lists this task.

Subtasks archive 2025-07-28

No subtask under this task in the archive's task tree.

Parent tasks archive 2025-07-28

Most implemented papers archive 2025-07-28

8 shown of 8 papers with code (35 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Upper-body free-breathing Magnetic Resonance Fingerprinting applied to the quantification of water T1 and fat fraction
  24 Sep 2024 1 repository listed
  Notably, in regions heavily affected by motion, such as respiratory muscles, liver, and kidneys, the MRF parametric maps exhibited a marked reduction in motion blurring and streaking artifacts after motion correction.
• MARVEL: MR Fingerprinting with Additional micRoVascular Estimates using bidirectional LSTMs
  15 Jul 2024 1 repository listed
  The Magnetic Resonance Fingerprinting (MRF) approach aims to estimate multiple MR or physiological parameters simultaneously with a single fast acquisition sequence.
• A Plug-and-Play Approach to Multiparametric Quantitative MRI: Image Reconstruction using Pre-Trained Deep Denoisers
  10 Feb 2022 1 repository listed
  This paper proposes an iterative deep learning plug-and-play reconstruction approach to MRF which is adaptive to the forward acquisition process.
• Cramér-Rao bound-informed training of neural networks for quantitative MRI
  22 Sep 2021 1 repository listed
  We find, however, that in heterogeneous parameter spaces, i.
• An off-the-grid approach to multi-compartment magnetic resonance fingerprinting
  23 Nov 2020 1 repository listed
  We propose a novel numerical approach to separate multiple tissue compartments in image voxels and to estimate quantitatively their nuclear magnetic resonance (NMR) properties and mixture fractions, given magnetic…
• Learning Bloch Simulations for MR Fingerprinting by Invertible Neural Networks
  10 Aug 2020 1 repository listed
  Here, we revisit NN-based MRF reconstruction to jointly learn the forward process from MR parameters to fingerprints and the backward process from fingerprints to MR parameters by leveraging invertible neural networks…
• Compressive MR Fingerprinting reconstruction with Neural Proximal Gradient iterations
  27 Jun 2020 1 repository listed
  Consistency of the predictions with respect to the physical forward model is pivotal for reliably solving inverse problems.
• Spatially Regularized Parametric Map Reconstruction for Fast Magnetic Resonance Fingerprinting
  9 Nov 2019 1 repository listed
  Here, we propose a convolutional neural network-based reconstruction, which enables both accurate and fast reconstruction of parametric maps, and is adaptable based on the needs of spatial regularization and the…