Cargando…

Automated Inline Analysis of Myocardial Perfusion MRI with Deep Learning

PURPOSE: To develop a deep neural network–based computational workflow for inline myocardial perfusion analysis that automatically delineates the myocardium, which improves the clinical workflow and offers a “one-click” solution. MATERIALS AND METHODS: In this retrospective study, consecutive adenos...

Descripción completa

Detalles Bibliográficos
Autores principales:	Xue, Hui, Davies, Rhodri H., Brown, Louise A. E., Knott, Kristopher D., Kotecha, Tushar, Fontana, Marianna, Plein, Sven, Moon, James C., Kellman, Peter
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Radiological Society of North America 2020
Materias:	Technical Development
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7706884/ https://www.ncbi.nlm.nih.gov/pubmed/33330849 http://dx.doi.org/10.1148/ryai.2020200009

Ejemplares similares

The Prognostic Significance of Quantitative Myocardial Perfusion: An Artificial Intelligence–Based Approach Using Perfusion Mapping
por: Knott, Kristopher D., et al.
Publicado: (2020)

Inline perfusion mapping provides insights into the disease mechanism in hypertrophic cardiomyopathy
por: Camaioni, Claudia, et al.
Publicado: (2020)

Fully automated, inline quantification of myocardial blood flow with cardiovascular magnetic resonance: repeatability of measurements in healthy subjects
por: Brown, Louise A. E., et al.
Publicado: (2018)

Inline quantitative myocardial perfusion flow mapping
por: Xue, Hui, et al.
Publicado: (2016)

Automated inline extracellular volume (ECV) mapping
por: Spottiswoode, Bruce S, et al.
Publicado: (2015)

Quantitative myocardial perfusion in coronary artery disease: A perfusion mapping study
por: Knott, Kristopher D., et al.
Publicado: (2019)

Clinical evaluation of inline motion correction for cardiac perfusion MRI
por: Kino, Aya, et al.
Publicado: (2011)

Prognostic Value of Pulmonary Transit Time and Pulmonary Blood Volume Estimation Using Myocardial Perfusion CMR
por: Seraphim, Andreas, et al.
Publicado: (2021)

Sex- and age-specific normal values for automated quantitative pixel-wise myocardial perfusion cardiovascular magnetic resonance
por: Brown, Louise A E, et al.
Publicado: (2022)

Image quality and diagnostic accuracy of inline motion-corrected (moco) first-pass stress myocardial perfusion images
por: Shanbhag, Sujata M, et al.
Publicado: (2011)

Myocardial Perfusion Imaging After Severe COVID-19 Infection Demonstrates Regional Ischemia Rather Than Global Blood Flow Reduction
por: Thornton, George D., et al.
Publicado: (2021)

Reproducibility of a combined artificial intelligence and optimal-surface graph-cut method to automate bronchial parameter extraction
por: Dudurych, Ivan, et al.
Publicado: (2023)

Landmark Detection in Cardiac MRI by Using a Convolutional Neural Network
por: Xue, Hui, et al.
Publicado: (2021)

Hyperpolarized (13)C MRI of Tumor Metabolism Demonstrates Early Metabolic Response to Neoadjuvant Chemotherapy in Breast Cancer
por: Woitek, Ramona, et al.
Publicado: (2020)

Development of a universal dual-bolus injection scheme for the quantitative assessment of myocardial perfusion cardiovascular magnetic resonance
por: Ishida, Masaki, et al.
Publicado: (2011)

Three-dimensional balanced steady state free precession myocardial perfusion cardiovascular magnetic resonance at 3T using dual-source parallel RF transmission: initial experience
por: Jogiya, Roy, et al.
Publicado: (2014)

Appearance of microvascular obstruction on high resolution first-pass perfusion, early and late gadolinium enhancement CMR in patients with acute myocardial infarction
por: Mather, Adam N, et al.
Publicado: (2009)

Automatic per-segment analysis of myocardial perfusion MRI
por: Jolly, Marie-Pierre, et al.
Publicado: (2011)

Biomimetic phantom for cardiac diffusion MRI
por: Teh, Irvin, et al.
Publicado: (2015)

Comparison of non-linearity correction methods for quantitative myocardial perfusion MRI
por: Broadbent, David A, et al.
Publicado: (2015)

Inline myocardial t2* mapping with iterative robust fitting
por: Shah, Saurabh, et al.
Publicado: (2011)

Myocardial Perfusion Defects in Hypertrophic Cardiomyopathy Mutation Carriers
por: Hughes, Rebecca K., et al.
Publicado: (2021)

Use of quantitative cardiovascular magnetic resonance myocardial perfusion mapping for characterization of ischemia in patients with left internal mammary coronary artery bypass grafts
por: Seraphim, Andreas, et al.
Publicado: (2021)

An inline deep learning based free-breathing ECG-free cine for exercise cardiovascular magnetic resonance
por: Morales, Manuel A., et al.
Publicado: (2022)

Evaluation Method for Manual and Automated Parking Maneuvers
por: Boscher, Thomas, et al.
Publicado: (2021)

Distortion correction of echo‐planar diffusion‐weighted images of uterine cervix
por: deSouza, Nandita M., et al.
Publicado: (2015)

Quantitative BOLD imaging at 3T: Temporal changes in hepatocellular carcinoma and fibrosis following oxygen challenge
por: Patterson, Andrew J., et al.
Publicado: (2016)

Feasibility, Acceptability, and Preliminary Outcomes of an Integrated Telemedicine Intervention Combining Naltrexone and Cognitive Behavioral Therapy for Alcohol Use Disorder
por: Glasner, Suzette, et al.
Publicado: (2022)

Highly Accurate Scenario and Reference Data for Automated Driving
por: Bock, Julian, 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)

Myocardial arterial spin labeling perfusion imaging with improved sensitivity
por: Do, Hung Phi, et al.
Publicado: (2014)

Myocardial ischaemic burden assessed by three-dimensional perfusion CMR - comparison with Myocardial Perfusion Scintigraphy
por: Jogiya, Roy, et al.
Publicado: (2013)

How to detect and correct myocardial creep in myocardial perfusion imaging using Rubidium-82 PET?
por: Koenders, S. S., et al.
Publicado: (2019)

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

Interrogation of the infarcted and salvaged myocardium using multi-parametric mapping cardiovascular magnetic resonance in reperfused ST-segment elevation myocardial infarction patients
por: Hausenloy, Derek J., et al.
Publicado: (2019)

Measurement of myocardial blood flow response to the cold pressor test with myocardial perfusion CMR
por: Fairbairn, Timothy A, et al.
Publicado: (2011)

A comparison of standard and high dose adenosine protocols in routine vasodilator stress cardiovascular magnetic resonance: dosage affects hyperaemic myocardial blood flow in patients with severe left ventricular systolic impairment
por: Brown, Louise A. E., et al.
Publicado: (2021)

Three dimensional first-pass myocardial perfusion imaging at 3T: feasibility study
por: Shin, Taehoon, et al.
Publicado: (2008)

Manual verses automatic inline ventricular function assessment using MRI
por: Wasielewski, Marie, et al.
Publicado: (2011)

Dosimetric Optimization and Commissioning of a High Field Inline MRI-Linac
por: Jelen, Urszula, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_5jqifkgph1ldnmallbklm5k89s