Cargando…

Physics-informed neural networks for myocardial perfusion MRI quantification

Tracer-kinetic models allow for the quantification of kinetic parameters such as blood flow from dynamic contrast-enhanced magnetic resonance (MR) images. Fitting the observed data with multi-compartment exchange models is desirable, as they are physiologically plausible and resolve directly for blo...

Descripción completa

Detalles Bibliográficos
Autores principales:	van Herten, Rudolf L.M., Chiribiri, Amedeo, Breeuwer, Marcel, Veta, Mitko, Scannell, Cian M.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Elsevier 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9051528/ https://www.ncbi.nlm.nih.gov/pubmed/35299005 http://dx.doi.org/10.1016/j.media.2022.102399

Ejemplares similares

Deep‐Learning‐Based Preprocessing for Quantitative Myocardial Perfusion MRI
por: Scannell, Cian M., et al.
Publicado: (2019)

Hierarchical Bayesian myocardial perfusion quantification
por: Scannell, Cian M., et al.
Publicado: (2020)

Feasibility of free-breathing quantitative myocardial perfusion using multi-echo Dixon magnetic resonance imaging
por: Scannell, Cian M., et al.
Publicado: (2020)

Deep learning applications in myocardial perfusion imaging, a systematic review and meta-analysis
por: Alskaf, Ebraham, et al.
Publicado: (2022)

The relationship between spatial resolution levels and quantitative myocardial perfusion
por: Zarinabad, Niloufar, et al.
Publicado: (2013)

Effect of tracer arrival time on the estimation of the myocardial perfusion in DCE-CMR
por: Zarinabad, Niloufar, et al.
Publicado: (2012)

Influence of Spatial Resolution on the Accuracy of Quantitative Myocardial Perfusion in First Pass Stress Perfusion CMR
por: Zarinabad, Niloufar, et al.
Publicado: (2015)

Quantification of the ischemic burden on cardiac magnetic resonance perfusion maps by perfusion threshold analysis
por: Chiribiri, Amedeo, et al.
Publicado: (2013)

Normal myocardial perfusion values on high-resolution pixel-wise perfusion maps
por: Chiribiri, Amedeo, et al.
Publicado: (2013)

Improved accuracy of myocardial blood flow quantification by first pass perfusion MR when corrected for steady state T1 relaxation
por: Zarinabad, Niloufar, et al.
Publicado: (2013)

Cardiac magnetic resonance perfusion abnormality due to anaemia
por: Demir, Ozan M, et al.
Publicado: (2021)

Perfusion dyssynchrony analysis
por: Chiribiri, Amedeo, et al.
Publicado: (2016)

Dynamic simulation of first pass myocardial perfusion MR with a novel perfusion phantom
por: Chiribiri, Amedeo, et al.
Publicado: (2011)

High-resolution analysis of transmural myocardial perfusion gradients from first pass perfusion MR data. Diagnostic criteria for the detection of coronary artery disease
por: Chiribiri, Amedeo, et al.
Publicado: (2011)

Perfusion Phantom: An Efficient and Reproducible Method to Simulate Myocardial First-Pass Perfusion Measurements with Cardiovascular Magnetic Resonance
por: Chiribiri, Amedeo, et al.
Publicado: (2013)

Quantification of transmural perfusion gradients by high-resolution MR versus fractional flow reserve for the assessment of coronary artery stenosis
por: Chiribiri, Amedeo, et al.
Publicado: (2012)

Coronary Microvascular Dysfunction Is Associated With Myocardial Ischemia and Abnormal Coronary Perfusion During Exercise
por: Rahman, Haseeb, et al.
Publicado: (2019)

Automated Quantitative Stress Perfusion Cardiac Magnetic Resonance in Pediatric Patients
por: Scannell, Cian M., et al.
Publicado: (2021)

High-Resolution Free-Breathing Quantitative First-Pass Perfusion Cardiac MR Using Dual-Echo Dixon With Spatio-Temporal Acceleration
por: Tourais, Joao, et al.
Publicado: (2022)

AI-AIF: artificial intelligence-based arterial input function for quantitative stress perfusion cardiac magnetic resonance
por: Scannell, Cian M, et al.
Publicado: (2022)

Deep learning applications in coronary anatomy imaging: a systematic review and meta-analysis
por: Alskaf, Ebraham, et al.
Publicado: (2022)

Impact of Temporal Resolution and Methods for Correction on Cardiac Magnetic Resonance Perfusion Quantification
por: Milidonis, Xenios, et al.
Publicado: (2022)

Influence of the arterial input sampling location on the diagnostic accuracy of cardiovascular magnetic resonance stress myocardial perfusion quantification
por: Milidonis, Xenios, et al.
Publicado: (2021)

Perfusion dephasing discriminated between coronary microvascular disease and multivessels coronary artery disease
por: Chiribiri, Amedeo, et al.
Publicado: (2014)

How to do quantitative myocardial perfusion cardiovascular magnetic resonance
por: Sharrack, Noor, et al.
Publicado: (2021)

First-Pass Contrast-Enhanced Myocardial Perfusion MRI in Mice on a 3-T Clinical MR Scanner
por: Makowski, Marcus, et al.
Publicado: (2010)

Advanced techniques improve the performance of myocardial perfusion imaging
por: Morton, Geraint, et al.
Publicado: (2012)

Direct comparison of MR and CT perfusion utilizing a myocardial perfusion phantom
por: Otton, James, et al.
Publicado: (2012)

Transmural perfusion gradient analysis by high-resolution MR versus fractional flow reserve for the assessment of coronary artery stenosis
por: Chiribiri, Amedeo, et al.
Publicado: (2012)

CardiSort: a convolutional neural network for cross vendor automated sorting of cardiac MR images
por: Lim, Ruth P., et al.
Publicado: (2022)

Quantification of myocardial perfusion based on signal intensity of flow sensitized MRI
por: Abeykoon, Sumeda B, et al.
Publicado: (2012)

The effect of high count rates on cardiac perfusion quantification in a simultaneous PET-MR system using a cardiac perfusion phantom
por: O’ Doherty, Jim, et al.
Publicado: (2017)

A direct comparison of the sensitivity of CT and MR cardiac perfusion using a myocardial perfusion phantom
por: Otton, James, et al.
Publicado: (2013)

Importance of operator training and rest perfusion on the diagnostic accuracy of stress perfusion cardiovascular magnetic resonance
por: Villa, Adriana D. M., et al.
Publicado: (2018)

Abnormal myocardial perfusion pattern in convalescent Kawasaki Disease patients assessed by stress perfusion cardiovascular magnetic resonance
por: Bratis, Konstantinos, et al.
Publicado: (2014)

Quantification of myocardial perfusion with spiral pulse sequences
por: Yang, Yang, et al.
Publicado: (2013)

Design and rationale of the MR-INFORM study: stress perfusion MRI to guide the management of patients with stable coronary artery disease
por: Hussain, Shazia T, et al.
Publicado: (2012)

Safety and Efficacy of Regadenoson for Pediatric Stress Perfusion Cardiac MRI with Quantification of Myocardial Blood Flow
por: Patel, Shivani G., et al.
Publicado: (2022)

Quantification of myocardial perfusion by cardiovascular magnetic resonance
por: Jerosch-Herold, Michael
Publicado: (2010)

Quantifying Graft Detachment after Descemet's Membrane Endothelial Keratoplasty with Deep Convolutional Neural Networks
por: Heslinga, Friso G., et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_ksufbqs3aogrke12gjp3efvocd