Artificial intelligence in cardiac magnetic resonance fingerprinting

C Velasco, TJ Fletcher, RM Botnar… - Frontiers in …, 2022 - frontiersin.org
Magnetic resonance fingerprinting (MRF) is a fast MRI-based technique that allows for
multiparametric quantitative characterization of the tissues of interest in a single acquisition …

Cardiac MR Fingerprinting: Overview, Technical Developments, and Applications

I Rashid, G Cruz, N Seiberlich… - Journal of Magnetic …, 2023 - Wiley Online Library
Cardiovascular magnetic resonance (CMR) is an established imaging modality with proven
utility in assessing cardiovascular diseases. The ability of CMR to characterize myocardial …

Cardiac magnetic resonance fingerprinting: Trends in technical development and potential clinical applications

BL Eck, SD Flamm, DH Kwon, WHW Tang… - Progress in nuclear …, 2021 - Elsevier
Quantitative cardiac magnetic resonance has emerged in recent years as an approach for
evaluating a range of cardiovascular conditions, with T 1 and T 2 mapping at the forefront of …

Cardiac magnetic resonance fingerprinting: technical developments and initial clinical validation

G Cruz, O Jaubert, RM Botnar, C Prieto - Current cardiology reports, 2019 - Springer
Abstract Purpose of Review Magnetic resonance imaging (MRI) has enabled non-invasive
myocardial tissue characterization in a wide range of cardiovascular diseases by quantifying …

A self-supervised deep learning reconstruction for shortening the breathhold and acquisition window in cardiac magnetic resonance fingerprinting

JI Hamilton - Frontiers in Cardiovascular Medicine, 2022 - frontiersin.org
The aim of this study is to shorten the breathhold and diastolic acquisition window in cardiac
magnetic resonance fingerprinting (MRF) for simultaneous T1, T2, and proton spin density …

Machine learning for rapid magnetic resonance fingerprinting tissue property quantification

JI Hamilton, N Seiberlich - Proceedings of the IEEE, 2019 - ieeexplore.ieee.org
Magnetic resonance fingerprinting (MRF) is a magnetic resonance imaging (MRI)-based
method that can provide quantitative maps of multiple tissue properties simultaneously from …

Cardiac magnetic resonance fingerprinting: potential clinical applications

BL Eck, M Yim, JI Hamilton, GJL da Cruz, X Li… - Current cardiology …, 2023 - Springer
Abstract Purpose of Review Cardiac magnetic resonance fingerprinting (cMRF) has
developed as a technique for rapid, multi-parametric tissue property mapping that has …

[HTML][HTML] Free-running cardiac magnetic resonance fingerprinting: Joint T1/T2 map and Cine imaging

O Jaubert, G Cruz, A Bustin, T Schneider… - Magnetic resonance …, 2020 - Elsevier
Purpose To develop and evaluate a novel non-ECG triggered 2D magnetic resonance
fingerprinting (MRF) sequence allowing for simultaneous myocardial T 1 and T 2 mapping …

Deep learning reconstruction for cardiac magnetic resonance fingerprinting T1 and T2 mapping

JI Hamilton, D Currey, S Rajagopalan… - Magnetic resonance …, 2021 - Wiley Online Library
Purpose To develop a deep learning method for rapidly reconstructing T1 and T2 maps from
undersampled electrocardiogram (ECG) triggered cardiac magnetic resonance …

Cardiac MR fingerprinting with a short acquisition window in consecutive patients referred for clinical CMR and healthy volunteers

S Rumac, AG Pavon, JI Hamilton, D Rodrigues… - Scientific Reports, 2022 - nature.com
Abstract Cardiac Magnetic Resonance Fingerprinting (cMRF) has been demonstrated to
enable robust and accurate T1 and T2 mapping for the detection of myocardial fibrosis and …