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Machine learning in the electrocardiogram

Journal of electrocardiology, 2019-11, Vol.57, p.S61-S64

2019

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Electrophysiological properties of computational human ventricular cell action potential models under acute ischemic conditions

Progress in biophysics and molecular biology, 2017-10, Vol.129, p.40-52

2017

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MRI-Based Computational Torso/Biventricular Multiscale Models to Investigate the Impact of Anatomical Variability on the ECG QRS Complex

Frontiers in physiology, 2019-08, Vol.10, p.1103-1103

2019

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Sudden cardiac death and pump failure death prediction in chronic heart failure by combining ECG and clinical markers in an integrated risk model

PloS one, 2017-10, Vol.12 (10), p.e0186152-e0186152

2017

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Distinct ECG Phenotypes Identified in Hypertrophic Cardiomyopathy Using Machine Learning Associate With Arrhythmic Risk Markers

Frontiers in physiology, 2018-03, Vol.9, p.213-213

2018

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Artificial intelligence for the electrocardiogram

Nature medicine, 2019-01, Vol.25 (1), p.22-23

2019

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Computational techniques for ECG analysis and interpretation in light of their contribution to medical advances

Journal of the Royal Society interface, 2018-01, Vol.15 (138)

2018

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T-Wave Morphology Restitution Predicts Sudden Cardiac Death in Patients With Chronic Heart Failure

Journal of the American Heart Association, 2017-05, Vol.6 (5)

2017

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Automatic SVM classification of sudden cardiac death and pump failure death from autonomic and repolarization ECG markers

Journal of electrocardiology, 2015-07, Vol.48 (4), p.551-557

2015

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Mechanisms of pro-arrhythmic abnormalities in ventricular repolarisation and anti-arrhythmic therapies in human hypertrophic cardiomyopathy

Journal of molecular and cellular cardiology, 2016-07, Vol.96, p.72-81

2016

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Human ventricular activation sequence and the simulation of the electrocardiographic QRS complex and its variability in healthy and intraventricular block conditions

Europace (London, England), 2016-12, Vol.18 (suppl 4), p.iv4-iv15

2016

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Development, calibration, and validation of a novel human ventricular myocyte model in health, disease, and drug block

eLife, 2019-12, Vol.8

2019

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High arrhythmic risk in antero-septal acute myocardial ischemia is explained by increased transmural reentry occurrence

Scientific reports, 2019-11, Vol.9 (1), p.16803-12, Article 16803

2019

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Deriving respiration from photoplethysmographic pulse width

Medical & biological engineering & computing, 2013-02, Vol.51 (1-2), p.233-242

2013

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Early afterdepolarizations promote transmural reentry in ischemic human ventricles with reduced repolarization reserve

Progress in biophysics and molecular biology, 2016-01, Vol.120 (1-3), p.236-248

2016

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QRS-T Angles as Markers for Heart Sphericity in Subjects with Intrauterine Growth Restriction: A Simulation Study

IEEE journal of biomedical and health informatics, 2023-10, Vol.PP (10), p.1-12

2023

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Quantification of Restitution Dispersion From the Dynamic Changes of the T-Wave Peak to End, Measured at the Surface ECG

IEEE transactions on biomedical engineering, 2011-05, Vol.58 (5), p.1172-1182

2011

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Electrocardiogram phenotypes in hypertrophic cardiomyopathy caused by distinct mechanisms: apico-basal repolarization gradients vs. Purkinje-myocardial coupling abnormalities

Europace (London, England), 2018-11, Vol.20 (suppl_3), p.iii102-iii112

2018

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Detection of body position changes from the ECG using a Laplacian noise model

Biomedical signal processing and control, 2014-11, Vol.14, p.189-196

2014

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Discrimination between ischemic and artifactual ST segment events in Holter recordings

Biomedical signal processing and control, 2010, Vol.5 (1), p.21-31

2010

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Erratum to: Deriving respiration from photoplethysmographic pulse width

Medical & biological engineering & computing, 2013-02, Vol.51 (1-2), p.243-243

2013

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Class III drugs in human regionally-ischemic ventricles: Anti- or proarrhythmic action?

Journal of pharmacological and toxicological methods, 2015-09, Vol.75, p.165-165

2015

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Quantification of Restitution Dispersion From the Dynamic Changes of the [Formula Omitted]-Wave Peak to End, Measured at the Surface ECG

IEEE transactions on biomedical engineering, 2011-05, Vol.58 (5), p.1172

2011

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Dispersion of APD restitution quantified from the surface ECG

Journal of electrocardiology, 2010, Vol.43 (6), p.643-644

2010

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Inference of ventricular activation properties from non-invasive electrocardiography

Medical image analysis, 2021-10, Vol.73, p.102143-102143, Article 102143

2021

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Machine learning in the electrocardiogram

Electrophysiological properties of computational human ventricular cell action potential models under acute ischemic conditions

MRI-Based Computational Torso/Biventricular Multiscale Models to Investigate the Impact of Anatomical Variability on the ECG QRS Complex

Sudden cardiac death and pump failure death prediction in chronic heart failure by combining ECG and clinical markers in an integrated risk model

Distinct ECG Phenotypes Identified in Hypertrophic Cardiomyopathy Using Machine Learning Associate With Arrhythmic Risk Markers

Artificial intelligence for the electrocardiogram

Computational techniques for ECG analysis and interpretation in light of their contribution to medical advances

T-Wave Morphology Restitution Predicts Sudden Cardiac Death in Patients With Chronic Heart Failure

Automatic SVM classification of sudden cardiac death and pump failure death from autonomic and repolarization ECG markers

Mechanisms of pro-arrhythmic abnormalities in ventricular repolarisation and anti-arrhythmic therapies in human hypertrophic cardiomyopathy

Human ventricular activation sequence and the simulation of the electrocardiographic QRS complex and its variability in healthy and intraventricular block conditions

Development, calibration, and validation of a novel human ventricular myocyte model in health, disease, and drug block

High arrhythmic risk in antero-septal acute myocardial ischemia is explained by increased transmural reentry occurrence

Deriving respiration from photoplethysmographic pulse width

Early afterdepolarizations promote transmural reentry in ischemic human ventricles with reduced repolarization reserve

QRS-T Angles as Markers for Heart Sphericity in Subjects with Intrauterine Growth Restriction: A Simulation Study

Quantification of Restitution Dispersion From the Dynamic Changes of the T-Wave Peak to End, Measured at the Surface ECG

Electrocardiogram phenotypes in hypertrophic cardiomyopathy caused by distinct mechanisms: apico-basal repolarization gradients vs. Purkinje-myocardial coupling abnormalities

Detection of body position changes from the ECG using a Laplacian noise model

Discrimination between ischemic and artifactual ST segment events in Holter recordings

Erratum to: Deriving respiration from photoplethysmographic pulse width

Class III drugs in human regionally-ischemic ventricles: Anti- or proarrhythmic action?

Quantification of Restitution Dispersion From the Dynamic Changes of the [Formula Omitted]-Wave Peak to End, Measured at the Surface ECG

Dispersion of APD restitution quantified from the surface ECG

Inference of ventricular activation properties from non-invasive electrocardiography

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