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Artificial intelligence for the electrocardiogram

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

2019

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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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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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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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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

Volltextzugriff (PDF)

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

Volltextzugriff (PDF)

Machine learning in the electrocardiogram

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

2019

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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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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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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

Volltextzugriff (PDF)

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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PO-02-049 ECG-BASED UNSUPERVISED CLUSTERING IN CORONARY ARTERY DISEASE DETECTS AND PREDICTS HEART FAILURE

Heart rhythm, 2024-05, Vol.21 (5), p.S278-S278

2024

Volltextzugriff (PDF)

Discrimination between ischemic and artifactual ST segment events in Holter recordings

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

2010

Volltextzugriff (PDF)

Inference of ventricular activation properties from non-invasive electrocardiography

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

2021

Volltextzugriff (PDF)

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

Volltextzugriff (PDF)

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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Human-based approaches to pharmacology and cardiology: an interdisciplinary and intersectorial workshop

Europace (London, England), 2016-09, Vol.18 (9), p.1287-1298

2016

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Investigation of the presence and mechanisms of action potential alternans in hypertrophic cardiomyopathy

2017 Computing in Cardiology (CinC), 2017, p.1-4

2017

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ECG-Based Characterization of Acute Ischemia During Percutaneous Coronary Intervention

2023 Computing in Cardiology (CinC), 2023, Vol.50, p.1-4

2023

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ECG-based unsupervised clustering in coronary artery disease associates with cardiovascular events

Journal of electrocardiology, 2024-07, Vol.85, p.3-4

2024

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Artificial intelligence for the electrocardiogram

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

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

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

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

Machine learning in the electrocardiogram

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

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

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

PO-02-049 ECG-BASED UNSUPERVISED CLUSTERING IN CORONARY ARTERY DISEASE DETECTS AND PREDICTS HEART FAILURE

Discrimination between ischemic and artifactual ST segment events in Holter recordings

Inference of ventricular activation properties from non-invasive electrocardiography

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

Human-based approaches to pharmacology and cardiology: an interdisciplinary and intersectorial workshop

Investigation of the presence and mechanisms of action potential alternans in hypertrophic cardiomyopathy

ECG-Based Characterization of Acute Ischemia During Percutaneous Coronary Intervention

ECG-based unsupervised clustering in coronary artery disease associates with cardiovascular events

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