Cargando…

Automated Left Ventricle Ischemic Scar Detection in CT Using Deep Neural Networks

Objectives: The aim of this study is to develop a scar detection method for routine computed tomography angiography (CTA) imaging using deep convolutional neural networks (CNN), which relies solely on anatomical information as input and is compatible with existing clinical workflows. Background: Ide...

Descripción completa

Detalles Bibliográficos
Autores principales:	O'Brien, Hugh, Whitaker, John, Singh Sidhu, Baldeep, Gould, Justin, Kurzendorfer, Tanja, O'Neill, Mark D., Rajani, Ronak, Grigoryan, Karine, Rinaldi, Christopher Aldo, Taylor, Jonathan, Rhode, Kawal, Mountney, Peter, Niederer, Steven
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2021
Materias:	Cardiovascular Medicine
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8283258/ https://www.ncbi.nlm.nih.gov/pubmed/34277724 http://dx.doi.org/10.3389/fcvm.2021.655252

Ejemplares similares

Radiomics and Machine Learning for Detecting Scar Tissue on CT Delayed Enhancement Imaging
por: O'Brien, Hugh, et al.
Publicado: (2022)

3D/2D model-to-image registration by imitation learning for cardiac procedures
por: Toth, Daniel, et al.
Publicado: (2018)

Effect of scar and pacing location on repolarization in a porcine myocardial infarction model
por: Elliott, Mark K., et al.
Publicado: (2022)

Assessing long-term survival and hospitalization following transvenous lead extraction in patients with cardiac resynchronization therapy devices: A propensity score–matched analysis
por: Mehta, Vishal S., et al.
Publicado: (2021)

Chronic ventricular lead perforation: Expect the unexpected
por: Sidhu, Baldeep S., et al.
Publicado: (2019)

Pacing in proximity to scar during cardiac resynchronization therapy increases local dispersion of repolarization and susceptibility to ventricular arrhythmogenesis
por: Mendonca Costa, Caroline, et al.
Publicado: (2019)

A novel real‐time computational framework for detecting catheters and rigid guidewires in cardiac catheterization procedures
por: Ma, YingLiang, et al.
Publicado: (2018)

Leadless Left Ventricular Endocardial Pacing and Left Bundle Branch Area Pacing for Cardiac Resynchronisation Therapy
por: Sidhu, Baldeep S, et al.
Publicado: (2021)

Left ventricular endocardial pacing is less arrhythmogenic than conventional epicardial pacing when pacing in proximity to scar
por: Mendonca Costa, Caroline, et al.
Publicado: (2020)

Economic evaluation of a dedicated cardiac resynchronisation therapy preassessment clinic
por: Sidhu, Baldeep Singh, et al.
Publicado: (2020)

An automated near-real time computational method for induction and treatment of scar-related ventricular tachycardias
por: Campos, Fernando O., et al.
Publicado: (2022)

LV function validation of computer-assisted interventional system for cardiac resyncronisation therapy
por: Panayiotou, Maria, et al.
Publicado: (2018)

Emerging role of cardiac computed tomography in heart failure
por: Aziz, Waqar, et al.
Publicado: (2019)

Multi-lead pacing for cardiac resynchronization therapy in heart failure: a meta-analysis of randomized controlled trials
por: Elliott, Mark K, et al.
Publicado: (2022)

Pulmonary vein encirclement using an Ablation Index-guided point-by-point workflow: cardiovascular magnetic resonance assessment of left atrial scar formation
por: O’Neill, Louisa, et al.
Publicado: (2019)

Clinical effectiveness of a dedicated cardiac resynchronization therapy pre-assessment clinic incorporating cardiac magnetic resonance imaging and cardiopulmonary exercise testing on patient selection and outcomes
por: Sidhu, Baldeep S., et al.
Publicado: (2021)

Novel System for Real-Time Integration of 3-D Echocardiography and Fluoroscopy for Image-Guided Cardiac Interventions: Preclinical Validation and Clinical Feasibility Evaluation
por: Arujuna, Aruna V., et al.
Publicado: (2014)

Analyses of the Redistribution of Work following Cardiac Resynchronisation Therapy in a Patient Specific Model
por: Niederer, Steven Alexander, et al.
Publicado: (2012)

Feasibility of intraprocedural integration of cardiac CT to guide left ventricular lead implantation for CRT upgrades
por: Gould, Justin, et al.
Publicado: (2021)

Optimal site selection and image fusion guidance technology to facilitate cardiac resynchronization therapy
por: Sieniewicz, Benjamin J., et al.
Publicado: (2018)

Motion correction using hierarchical local affine registration improves image quality and myocardial scar characterisation from T1 maps acquired with MOLLI
por: Rault, Marcus E, et al.
Publicado: (2013)

Generation of a cohort of whole-torso cardiac models for assessing the utility of a novel computed shock vector efficiency metric for ICD optimisation
por: Plancke, Anne-Marie, et al.
Publicado: (2019)

The impact of wall thickness and curvature on wall stress in patient-specific electromechanical models of the left atrium
por: Augustin, Christoph M., et al.
Publicado: (2019)

Reproducibility of late gadolidium enhancement of atrial ablation scar
por: Chubb, Henry, et al.
Publicado: (2016)

The effect of ionizing radiation through cardiac stereotactic body radiation therapy on myocardial tissue for refractory ventricular arrhythmias: A review
por: Whitaker, John, et al.
Publicado: (2022)

Electrocardiographic imaging of His bundle, left bundle branch, epicardial, and endocardial left ventricular pacing to achieve cardiac resynchronization therapy
por: Elliott, Mark K., et al.
Publicado: (2020)

Endocardial left ventricular pacing
por: Elliott, Mark K., et al.
Publicado: (2021)

A randomized prospective mechanistic cardiac magnetic resonance study correlating catheter stability, late gadolinium enhancement and 3 year clinical outcomes in robotically assisted vs. standard catheter ablation
por: Arujuna, Aruna, et al.
Publicado: (2015)

Atrial fibrillation in cardiac resynchronization therapy
por: Elliott, Mark K., et al.
Publicado: (2021)

Optimization of CRT programming using non‐invasive electrocardiographic imaging to assess the acute electrical effects of multipoint pacing
por: Sieniewicz, Benjamin J., et al.
Publicado: (2019)

Improved co-registration of ex-vivo and in-vivo cardiovascular magnetic resonance images using heart-specific flexible 3D printed acrylic scaffold combined with non-rigid registration
por: Whitaker, John, et al.
Publicado: (2019)

Acute pulmonary vein isolation lesions consist of interstitial oedema and tissue necrosis: possible mechanism of pulmonary vein reconnection
por: Arujuna, Aruna, et al.
Publicado: (2011)

Chronic Right Ventricular Pacing in the Heart Failure Population
por: Gould, Justin, et al.
Publicado: (2018)

Sex-Dependent QRS Guidelines for Cardiac Resynchronization Therapy Using Computer Model Predictions
por: Lee, Angela W.C., et al.
Publicado: (2019)

The effect of activation rate on left atrial bipolar voltage in patients with paroxysmal atrial fibrillation
por: Williams, Steven E, et al.
Publicado: (2017)

A comparison of late gadolinium enhancement magnetic resonance imaging and left atrial endocardial voltage
por: Harrison, James, et al.
Publicado: (2013)

Prediction of gaps in atrial ablation lesion sets by late gadolinium enhancement magnetic resonance imaging
por: Harrison, James, et al.
Publicado: (2013)

Acute and chronic cardiac radio frequency ablation lesion visualisation using magnetic resonance imaging
por: Knowles, Benjamin R, et al.
Publicado: (2009)

Surface flattening of the human left atrium and proof-of-concept clinical applications()
por: Karim, Rashed, et al.
Publicado: (2014)

Noninvasive electrocardiographic assessment of ventricular activation and remodeling response to cardiac resynchronization therapy
por: Jackson, Thomas, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_77n5qlfrjhf94oluln2cbtg2fo