Cargando…

Accuracy of Deep Learning Echocardiographic View Classification in Patients with Congenital or Structural Heart Disease: Importance of Specific Datasets

Introduction: Automated echocardiography image interpretation has the potential to transform clinical practice. However, neural networks developed in general cohorts may underperform in the setting of altered cardiac anatomy. Methods: Consecutive echocardiographic studies of patients with congenital...

Descripción completa

Detalles Bibliográficos
Autores principales:	Wegner, Felix K., Benesch Vidal, Maria L., Niehues, Philipp, Willy, Kevin, Radke, Robert M., Garthe, Philipp D., Eckardt, Lars, Baumgartner, Helmut, Diller, Gerhard-Paul, Orwat, Stefan
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8836991/ https://www.ncbi.nlm.nih.gov/pubmed/35160148 http://dx.doi.org/10.3390/jcm11030690

Ejemplares similares

Incidence and Predictors of Left Atrial Appendage Thrombus before Catheter Ablation of Thrombogenic Arrhythmias
por: Wegner, Felix K., et al.
Publicado: (2022)

Utility of deep learning networks for the generation of artificial cardiac magnetic resonance images in congenital heart disease
por: Diller, Gerhard-Paul, et al.
Publicado: (2020)

Incidence and predictors of left atrial appendage thrombus on transesophageal echocardiography before elective cardioversion
por: Wegner, Felix K., et al.
Publicado: (2022)

Adult congenital heart disease and the COVID-19 pandemic
por: Radke, Robert M, et al.
Publicado: (2020)

Quantification of biventricular myocardial function using cardiac magnetic resonance feature tracking, endocardial border delineation and echocardiographic speckle tracking in patients with repaired tetralogy of fallot and healthy controls
por: Kempny, Aleksander, et al.
Publicado: (2012)

Mortality and morbidity in patients with congenital heart disease hospitalised for viral pneumonia
por: Diller, Gerhard-Paul, et al.
Publicado: (2021)

Frequency, Mortality, and Predictors of Adverse Outcomes for Endocarditis in Patients with Congenital Heart Disease: Results of a Nationwide Analysis including 2512 Endocarditis Cases
por: Maser, Maarja, et al.
Publicado: (2021)

Thyroid Dysfunction under Amiodarone in Patients with and without Congenital Heart Disease: Results of a Nationwide Analysis
por: Fischer, Alicia Jeanette, et al.
Publicado: (2022)

Erectile Dysfunction in Men With Adult Congenital Heart Disease: A Prevalent but Neglected Issue
por: Fischer, Alicia Jeanette, et al.
Publicado: (2021)

Quantifying Left Atrial Size in the Context of Atrial Fibrillation Ablation: Which Echocardiographic Method Correlates to Outcome of Pulmonary Venous Isolation?
por: Leitz, Patrick, et al.
Publicado: (2021)

Incidence and predictors of cardiac arrhythmias in patients with COVID-19 induced ARDS
por: Niehues, Philipp, et al.
Publicado: (2022)

Optimizing Care for Adults with Congenital Heart Disease: Results of a Conjoint Analysis Based on a Nationwide Sample of Patients Included in the German National Register
por: Lammers, Astrid E., et al.
Publicado: (2021)

Sex differences in publication volume and quality in congenital heart disease: are women disadvantaged?
por: van Doren, Sophie, et al.
Publicado: (2019)

Clinically Feasible and Accurate View Classification of Echocardiographic Images Using Deep Learning
por: Kusunose, Kenya, et al.
Publicado: (2020)

Advanced Echocardiographic Imaging of the Congenitally Malformed Heart
por: Black, D, et al.
Publicado: (2013)

Standard Echocardiographic View Recognition in Diagnosis of Congenital Heart Defects in Children Using Deep Learning Based on Knowledge Distillation
por: Wu, Lanping, et al.
Publicado: (2022)

Reference Values for Wristband Accelerometry Data in Children Aged 6–11 Years of Age
por: Lammers, Astrid E., et al.
Publicado: (2022)

Three-Dimensional Echocardiographic Views of Bicuspid Pulmonic Valve
por: Cho, Sung Woo, et al.
Publicado: (2014)

Cardiac Back View: An Old Forgotten Echocardiographic Window
por: Carbone, Andreina, et al.
Publicado: (2018)

Echocardiographic view and feature selection for the estimation of the response to CRT
por: Gallard, Alban, et al.
Publicado: (2021)

Revision of Echocardiographic Indications and Findings in Neurologically Ill Patients
por: Stöllberger, Claudia, et al.
Publicado: (2017)

The subxiphoid view cannot replace the apical view for transthoracic echocardiographic assessment of hemodynamic status
por: Maizel, Julien, et al.
Publicado: (2013)

A fundamental study revisited: Quantitative evidence for territory quality in oystercatchers (Haematopus ostralegus) using GPS data loggers
por: Schwemmer, Philipp, et al.
Publicado: (2016)

Echocardiographic Assessment and Successful Valvular Repair of Congenital Mitral Arcade
por: Sormani, Paola, et al.
Publicado: (2015)

Hepatoblastoma in molecularly defined, congenital diseases
por: Nussbaumer, Gunther, et al.
Publicado: (2022)

Poor echocardiographic view can be a sign of the development of thoracic pneumatosis
por: Uemura, Keiko, et al.
Publicado: (2022)

Hydatid disease of the interventricular septum: Echocardiographic and computed tomography findings
por: Wegner, Brett, et al.
Publicado: (2020)

Transthoracic Echocardiographic Diagnostic Accuracy in Detecting "Type-B" Aortic Dissection
por: Parato, Vito Maurizio, et al.
Publicado: (2021)

The Risk of Acute Kidney Injury and Its Impact on 30-Day and Long-Term Mortality after Transcatheter Aortic Valve Implantation
por: Gebauer, Katrin, et al.
Publicado: (2012)

Percutaneous closure of simple congenital heart diseases under echocardiographic guidance
por: Jiang, Ying, et al.
Publicado: (2023)

Improving Machine Learning Classification Accuracy for Breathing Abnormalities by Enhancing Dataset
por: Rehman, Mubashir, et al.
Publicado: (2021)

Safe electrophysiologic profile of dexmedetomidine in different experimental arrhythmia models
por: Ellermann, Christian, et al.
Publicado: (2021)

Effects of agricultural practices on foraging habitats of a seabird species in the Baltic Sea
por: Garthe, Stefan, et al.
Publicado: (2022)

Accuracy of Doppler-Echocardiographic Mean Pulmonary Artery Pressure for Diagnosis of Pulmonary Hypertension
por: Er, Fikret, et al.
Publicado: (2010)

Accuracy of echocardiographic estimations of right heart pressures in adult heart transplant recipients
por: Sridharan, Aadhavi, et al.
Publicado: (2022)

Three-dimensional echocardiographic virtual endoscopy for the diagnosis of congenital heart disease in children
por: Xue, Haihong, et al.
Publicado: (2010)

Early neonatal echocardiographic findings in an experimental rabbit model of congenital diaphragmatic hernia
por: Manso, P.H., et al.
Publicado: (2015)

Prevalence of Congenital Heart Disease and Pulmonary Hypertension in Down's Syndrome: An Echocardiographic Study
por: Espinola-Zavaleta, Nilda, et al.
Publicado: (2015)

Transesophageal echocardiographic imaging of the coronary sinus: a retrospective analysis of mid-esophageal views and a novel transgastric view
por: Chen, Tzonghuei, et al.
Publicado: (2022)

Evaluation of right heart function in a rat model using modified echocardiographic views
por: Bernardo, Ivan, et al.
Publicado: (2017)

Cannot write session to /tmp/vufind_sessions/sess_jv6g29a07gtolu4l807rf7u5dt