Cargando…

A High-Precision Deep Learning Algorithm to Localize Idiopathic Ventricular Arrhythmias

Background: An accurate prediction of ventricular arrhythmia (VA) origins can optimize the strategy of ablation, and facilitate the procedure. Objective: This study aimed to develop a machine learning model from surface ECG to predict VA origins. Methods: We obtained 3628 waves of ventricular premat...

Descripción completa

Detalles Bibliográficos
Autores principales:	Chang, Ting-Yung, Chen, Ke-Wei, Liu, Chih-Min, Chang, Shih-Lin, Lin, Yenn-Jiang, Lo, Li-Wei, Hu, Yu-Feng, Chung, Fa-Po, Lin, Chin-Yu, Kuo, Ling, Chen, Shih-Ann
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9145898/ https://www.ncbi.nlm.nih.gov/pubmed/35629186 http://dx.doi.org/10.3390/jpm12050764

Ejemplares similares

Ventricular arrhythmias in nonischemic cardiomyopathy
por: Chung, Fa‐Po, et al.
Publicado: (2018)

Predicting the Origin of Ventricular Arrhythmia Using Acoustic Cardiography
por: Lin, Chin-Yu, et al.
Publicado: (2017)

Epicardial electrical heterogeneity after amiodarone treatment increases vulnerability to ventricular arrhythmias under therapeutic hypothermia
por: Lin, Chin-Yu, et al.
Publicado: (2023)

Pleiotropic Effects of Myocardial MMP-9 Inhibition to Prevent Ventricular Arrhythmia
por: Weng, Ching-Hui, et al.
Publicado: (2016)

Catheter Ablation of Ventricular Tachycardia in Arrhythmogenic Right Ventricular Dysplasia/Cardiomyopathy
por: Chung, Fa-Po, et al.
Publicado: (2018)

Characteristics of diurnal ventricular premature complex variation in right ventricular outflow tract arrhythmias after catheter ablation
por: Jhuo, Shih-Jie, et al.
Publicado: (2017)

Intramural Reentrant Ventricular Tachycardia in a Patient with Severe Hypertensive Left Ventricular Hypertrophy
por: Lin, Chin-Yu, et al.
Publicado: (2015)

Catheter Ablation of Ventricular Tachycardia/Fibrillation in a Patient with Right Ventricular Amyloidosis with Initial Manifestations Mimicking Arrhythmogenic Right Ventricular Dysplasia/Cardiomyopathy
por: Chung, Fa-Po, et al.
Publicado: (2017)

The use of a novel signal analysis to identify the origin of idiopathic right ventricular outflow tract ventricular tachycardia during sinus rhythm: Simultaneous amplitude frequency electrogram transformation mapping
por: Te, Abigail Louise D., et al.
Publicado: (2017)

The Different Substrate Characteristics of Arrhythmogenic Triggers in Idiopathic Right Ventricular Outflow Tract Tachycardia and Arrhythmogenic Right Ventricular Dysplasia: New Insight from Noncontact Mapping
por: Do, Van Buu Dan, et al.
Publicado: (2015)

Impact of Amiodarone Therapy on the Ablation Outcome of Ventricular Tachycardia in Arrhythmogenic Right Ventricular Cardiomyopathy
por: Lin, Chin-Yu, et al.
Publicado: (2022)

Clinical significance of structural remodeling concerning substrate characteristics and outcomes in arrhythmogenic right ventricular cardiomyopathy
por: Lin, Chin-Yu, et al.
Publicado: (2022)

Novel model-based point scoring system for predicting stroke risk in atrial fibrillation patients: Results from a nationwide cohort study with validation
por: Chen, Yun-Yu, et al.
Publicado: (2021)

Evidence of Ventricular Arrhythmogenicity and Cardiac Sympathetic Hyperinnervation in Early Cirrhotic Cardiomyopathy
por: Liu, Shin-Huei, et al.
Publicado: (2021)

A novel noninvasive surface ECG analysis using interlead QRS dispersion in arrhythmogenic right ventricular cardiomyopathy
por: Hsieh, Wan-Hsin, et al.
Publicado: (2017)

Renal artery denervation prevents ventricular arrhythmias in long QT rabbit models
por: Ton, An Nu-Khanh, et al.
Publicado: (2022)

Long-term outcome of patients with long-standing persistent atrial fibrillation undergoing ablation guided by a novel high-density panoramic mapping system: A propensity score matching study
por: Chang, Ting-Yung, et al.
Publicado: (2022)

Clinical outcomes and structural remodelling after ablation of atrial fibrillation in heart failure with mildly reduced or mid‐range ejection fraction
por: Lee, Dan‐Ying, et al.
Publicado: (2022)

Focal atrial fibrillation presenting in the origin of atrial tachycardia
por: Lin, Chin-Yu, et al.
Publicado: (2015)

Atrial Arrhythmia Ablation in Adult Congenital Heart Disease with a Persistent Left-side Superior Vena Cava
por: Yamada, Shinya, et al.
Publicado: (2017)

Increased risk of ventricular tachycardia and cardiovascular death in patients with myocarditis during the long-term follow-up: A national representative cohort from the National Health Insurance Research Database
por: Te, Abigail Louise D., et al.
Publicado: (2017)

Oral anticoagulant use for stroke prevention in atrial fibrillation patients with difficult scenarios
por: Chang, Ting-Yung, et al.
Publicado: (2018)

Applying the CHA(2)DS(2)-VASc score to predict the risk of future acute coronary syndrome in patients receiving catheter ablation for atrial fibrillation
por: Chou, Ching-Yao, et al.
Publicado: (2020)

Proinflammatory Cytokine Modulates Intracellular Calcium Handling and Enhances Ventricular Arrhythmia Susceptibility
por: Tsai, Yung-Nan, et al.
Publicado: (2021)

An observational study on the effect of premature ventricular complex burden on long-term outcome
por: Lin, Chin-Yu, et al.
Publicado: (2017)

Ablation of atrial fibrillation and dementia risk reduction during long-term follow-up: a nationwide population-based study
por: Li, Guan-Yi, et al.
Publicado: (2023)

Ventricular divergence correlates with epicardial wavebreaks and predicts ventricular arrhythmia in isolated rabbit hearts during therapeutic hypothermia
por: Hsieh, Yu-Cheng, et al.
Publicado: (2020)

Beneficial Effect of Renal Denervation on Ventricular Premature Complex Induced Cardiomyopathy
por: Yamada, Shinya, et al.
Publicado: (2017)

Long-Term Outcome of Non-Sustained Ventricular Tachycardia in Structurally Normal Hearts
por: Lin, Chin-Yu, et al.
Publicado: (2016)

Renal denervation reverses ventricular structural and functional remodeling in failing rabbit hearts
por: Huang, Ting-Chun, et al.
Publicado: (2023)

The Accuracy and Clinical Applicability of a Sensor Based Electromagnetic Non-fluoroscopic Catheter Tracking System
por: Yamada, Shinya, et al.
Publicado: (2018)

ABO Blood Groups as a Disease Marker to Predict Atrial Fibrillation Recurrence after Catheter Ablation
por: Liu, Shin-Huei, et al.
Publicado: (2023)

Decreased Expression of Plakophilin-2 and αT-Catenin in Arrhythmogenic Right Ventricular Cardiomyopathy: Potential Markers for Diagnosis
por: Hung, Pei-Fang, et al.
Publicado: (2022)

Catheter ablation in Asian patients with atrial fibrillation and hypertrophic cardiomyopathy: electrophysiological characteristics of recurrence and long-term clinical outcomes
por: Lin, Chih-Hsien, et al.
Publicado: (2023)

Electrophysiological characteristics of epicardial breakthrough during catheter ablation of perimitral atrial flutter
por: Chhay, Chheng, et al.
Publicado: (2022)

Ablation of idiopathic ventricular arrhythmias
por: de Groot, J. R.
Publicado: (2018)

Shared decision making for anticoagulation reduces anxiety and improves adherence in patients with atrial fibrillation
por: Chiu, Hsiao-Hui, et al.
Publicado: (2023)

Clinical Significance of Ventricular Tachyarrhythmias in Patients Undergoing Valve Replacement: A Nationwide Population-Based Study
por: Li, Guan-Yi, et al.
Publicado: (2021)

Comparison of lesion characteristics between conventional and high-power short-duration ablation using contact force-sensing catheter in patients with paroxysmal atrial fibrillation
por: Chen, Chun-Chao, et al.
Publicado: (2021)

LV Dyssynchrony Is Helpful in Predicting Ventricular Arrhythmia in Ischemic Cardiomyopathy After Cardiac Resynchronization Therapy: A Preliminary Study
por: Tsai, Shih-Chuan, et al.
Publicado: (2016)

Cannot write session to /tmp/vufind_sessions/sess_nb2p1tkrcjfnhtb7uvvu83n2kn