Interpretable machine learning model using Extreme Gradient Boosting with Nonnegative Matrix Factorization improves the accuracy of arrhythmic risk prediction in Brugada Syndrome

Back

ESC Professional Premium Access

Interpretable machine learning model using Extreme Gradient Boosting with Nonnegative Matrix Factorization improves the accuracy of arrhythmic risk prediction in Brugada Syndrome

Session: Ion channel diseases: risk stratification and treatment

Topic: Ion Channel Disorders

Speaker: Professor G. Tse (Hong Kong, CN)

Event: ESC Congress 2023

Congress Presentation

About the speaker

Professor Gary Tse

Hong Kong Metropolitan University, Hong Kong (China)

0 follower

7 more presentations in this session

An online international survey study into the incidence and potential reasons of therapy non-adherence in catecholaminergic polymorphic ventricular tachycardia: preliminary results

Speaker: Mrs P. Peltenburg (Amsterdam, NL)

Roles of atrial arrhythmias in triggering torsade de pointes in patients with acquired long QT syndrome

Speaker: Doctor R. Tochibora (Gifu, JP)

Prevalence and prognostic value of epilepsy and Brugada syndrome

Speaker: Miss E. Rossetto (Milan, IT)

Monitoring the electrophysiological effects of hydroquinidine non-invasively in patients with Brugada syndrome

Speaker: Doctor J. Isbister (Sydney, AU)

Characterization of the cardiac and non-cardiac phenotype associated with genetic variants in KCNJ2

Speaker: Doctor D. Abrams (Boston, US)

Access the full session

Ion channel diseases: risk stratification and treatment

Speakers: Professor G. Tse, Mrs P. Peltenburg, Doctor R. Tochibora, Miss E. Rossetto, Doctor J. Isbister...

Access

About the event

ESC Congress 2023

25 August - 28 August 2023

Sessions Presentations

Congress

Interpretable machine learning model using Extreme Gradient Boosting with Nonnegative Matrix Factorization improves the accuracy of arrhythmic risk prediction in Brugada Syndrome

About the speaker

Professor Gary Tse

7 more presentations in this session

An online international survey study into the incidence and potential reasons of therapy non-adherence in catecholaminergic polymorphic ventricular tachycardia: preliminary results

Roles of atrial arrhythmias in triggering torsade de pointes in patients with acquired long QT syndrome

Prevalence and prognostic value of epilepsy and Brugada syndrome

Monitoring the electrophysiological effects of hydroquinidine non-invasively in patients with Brugada syndrome

Characterization of the cardiac and non-cardiac phenotype associated with genetic variants in KCNJ2

Access the full session

Ion channel diseases: risk stratification and treatment

About the event

ESC Congress 2023

ESC 365 is supported by