Deep learning analysis of electrocardiogram for risk prediction of drug-induced arrhythmias and diagnosis of long QT syndrome

Polymorphic ventricular tachycardia, ischaemic ventricular fibrillation, and torsade de pointes: importance of the QT and the coupling interval in the differential diagnosis

(2021) Raphael Rosso et al.   EUROPEAN HEART JOURNAL

Use of Artificial Intelligence and Deep Neural Networks in Evaluation of Patients With Electrocardiographically Concealed Long QT Syndrome From the Surface 12-Lead Electrocardiogram

(2021) J. Martijn Bos et al.   JAMA Cardiology

Anticancer drug-induced life-threatening ventricular arrhythmias: a World Health Organization pharmacovigilance study

(2021) Joe-Elie Salem et al.   EUROPEAN HEART JOURNAL

Cardiovascular Toxicities Associated with Hydroxychloroquine and Azithromycin: An Analysis of the World Health Organization Pharmacovigilance Database

(2020) Lee S. Nguyen et al.   CIRCULATION

Inherited cardiac arrhythmias

(2020) Peter J. Schwartz et al.   Nature Reviews Disease Primers

Sex influences on ventricular repolarization duration in normal subjects and in type 1, 2 and 3 long QT syndrome patients: Different effect in acquired and congenital type 2 LQTS

(2020) Fabrice Extramiana et al.   JOURNAL OF ELECTROCARDIOLOGY

Clinical characterization of men with long QT syndrome and torsades de pointes associated with hypogonadism: A review and pharmacovigilance study

(2019) Joe-Elie Salem et al.   Archives of Cardiovascular Diseases

Androgenic Effects on Ventricular Repolarization

(2019) Joe-Elie Salem et al.   CIRCULATION

Automated and Interpretable Patient ECG Profiles for Disease Detection, Tracking, and Discovery

(2019) Geoffrey H. Tison et al.  

For neonatal ECG screening there is no reason to relinquish old Bazett’s correction

(2018) Marco Stramba-Badiale et al.   EUROPEAN HEART JOURNAL

Deep Learning—A Technology With the Potential to Transform Health Care

(2018) Geoffrey Hinton   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Noninvasive assessment of dofetilide plasma concentration using a deep learning (neural network) analysis of the surface electrocardiogram: A proof of concept study

(2018) Zachi I. Attia et al.   PLoS One

Association of Oral Contraceptives With Drug-Induced QT Interval Prolongation in Healthy Nonmenopausal Women

(2018) Joe-Elie Salem et al.   JAMA Cardiology

Screening for cardiac contractile dysfunction using an artificial intelligence–enabled electrocardiogram

(2018) Zachi I. Attia et al.   NATURE MEDICINE

Real-time Multilead Convolutional Neural Network for Myocardial Infarction Detection

(2017) Wenhan Liu et al.   IEEE Journal of Biomedical and Health Informatics

GENomE wide analysis of sotalol-induced IKr inhibition during ventricular REPOLarization, “GENEREPOL study”: Lack of common variants with large effect sizes

(2017) Joe-Elie Salem et al.   PLoS One

Predicting the Unpredictable

(2016) Peter J. Schwartz et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

Predicting the Future — Big Data, Machine Learning, and Clinical Medicine

(2016) Ziad Obermeyer et al.   NEW ENGLAND JOURNAL OF MEDICINE

Influence of steroid hormones on ventricular repolarization

(2016) Joe-Elie Salem et al.   PHARMACOLOGY & THERAPEUTICS

The genetics underlying acquired long QT syndrome: impact for genetic screening

(2015) Hideki Itoh et al.   EUROPEAN HEART JOURNAL

Deep learning

(2015) Yann LeCun et al.   NATURE

Screening for Acute I Kr Block Is Insufficient to Detect Torsades de Pointes Liability

(2014) Tao Yang et al.   CIRCULATION

The long QT syndrome: a transatlantic clinical approach to diagnosis and therapy

(2013) P. J. Schwartz et al.   EUROPEAN HEART JOURNAL

Performance of classification models from a user perspective

(2011) David Martens et al.   DECISION SUPPORT SYSTEMS

Academic Software Applications for Electromagnetic Brain Mapping Using MEG and EEG

(2011) Sylvain Baillet et al.   Computational Intelligence and Neuroscience

Prevention of Torsade de Pointes in Hospital Settings

(2010) Barbara J. Drew et al.   CIRCULATION