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Detecting atrial fibrillation by deep convolutional neural networks

Computers in biology and medicine, 2018-02, Vol.93, p.84-92

2018

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cAMP-dependent regulation of HCN4 controls the tonic entrainment process in sinoatrial node pacemaker cells

Nature communications, 2020-11, Vol.11 (1), p.5555-5555, Article 5555

2020

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Automatic Detection of Atrial Fibrillation Based on Continuous Wavelet Transform and 2D Convolutional Neural Networks

Frontiers in physiology, 2018-08, Vol.9, p.1206-1206

2018

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Automatic Cardiac Arrhythmia Classification Using Combination of Deep Residual Network and Bidirectional LSTM

IEEE access, 2019, Vol.7, p.102119-102135

2019

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Electrophysiological Mechanisms Underlying T-Wave Alternans and Their Role in Arrhythmogenesis

Frontiers in physiology, 2021-03, Vol.12, p.614946-614946

2021

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In silico assessment of the effects of quinidine, disopyramide and E-4031 on short QT syndrome variant 1 in the human ventricles

PloS one, 2017-06, Vol.12 (6), p.e0179515-e0179515

2017

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In silico study of the effects of anti-arrhythmic drug treatment on sinoatrial node function for patients with atrial fibrillation

Scientific reports, 2020-01, Vol.10 (1), p.305-305, Article 305

2020

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Biophysical Characterization of the Underappreciated and Important Relationship Between Heart Rate Variability and Heart Rate

Hypertension (Dallas, Tex. 1979), 2014-12, Vol.64 (6), p.1334-1343

2014

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A robust multiple heartbeats classification with weight-based loss based on convolutional neural network and bidirectional long short-term memory

Frontiers in physiology, 2022-12, Vol.13, p.982537-982537

2022

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Mechanisms of ventricular arrhythmias elicited by coexistence of multiple electrophysiological remodeling in ischemia: A simulation study

PLoS computational biology, 2022-04, Vol.18 (4), p.e1009388-e1009388

2022

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Quantitative proteomics and single-nucleus transcriptomics of the sinus node elucidates the foundation of cardiac pacemaking

Nature communications, 2019-06, Vol.10 (1), p.2889-19, Article 2889

2019

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Effects of fibroblast on electromechanical dynamics of human atrial tissue—insights from a 2D discrete element model

Frontiers in physiology, 2022-07, Vol.13, p.938497-938497

2022

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Air Pollution and Cardiac Arrhythmias: From Epidemiological and Clinical Evidences to Cellular Electrophysiological Mechanisms

Frontiers in cardiovascular medicine, 2021-10, Vol.8, p.736151-736151

2021

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Editorial: Multi-Scale Computational Cardiology

Frontiers in physiology, 2022-02, Vol.13, p.847118-847118

2022

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A computational model of spatio-temporal cardiac intracellular calcium handling with realistic structure and spatial flux distribution from sarcoplasmic reticulum and t-tubule reconstructions

PLoS computational biology, 2017-08, Vol.13 (8), p.e1005714-e1005714

2017

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Electro-mechanical dynamics of spiral waves in a discrete 2D model of human atrial tissue

PloS one, 2017-05, Vol.12 (5), p.e0176607-e0176607

2017

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In Silico Assessment of Class I Antiarrhythmic Drug Effects on Pitx2 -Induced Atrial Fibrillation: Insights from Populations of Electrophysiological Models of Human Atrial Cells and Tissues

International journal of molecular sciences, 2021-01, Vol.22 (3), p.1265

2021

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Heart failure-induced atrial remodelling promotes electrical and conduction alternans

PLoS computational biology, 2020-07, Vol.16 (7), p.e1008048-e1008048

2020

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Reciprocal interaction between IK1 and If in biological pacemakers: A simulation study

PLoS computational biology, 2021-03, Vol.17 (3), p.e1008177-e1008177

2021

Volltextzugriff (PDF)

Proarrhythmia in KCNJ2-linked short QT syndrome: insights from modelling

Cardiovascular research, 2012-04, Vol.94 (1), p.66-76

2012

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High resolution 3-Dimensional imaging of the human cardiac conduction system from microanatomy to mathematical modeling

Scientific reports, 2017-08, Vol.7 (1), p.7188-13, Article 7188

2017

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Automatic Detection for Multi-Labeled Cardiac Arrhythmia Based on Frame Blocking Preprocessing and Residual Networks

Frontiers in cardiovascular medicine, 2021-03, Vol.8, p.616585-616585

2021

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ProEGAN-MS: A Progressive Growing Generative Adversarial Networks for Electrocardiogram Generation

IEEE access, 2021, Vol.9, p.52089-52100

2021

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Knowledge graph analysis and visualization of artificial intelligence applied in electrocardiogram

Frontiers in physiology, 2023-02, Vol.14, p.1118360-1118360

2023

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Detecting atrial fibrillation by deep convolutional neural networks

cAMP-dependent regulation of HCN4 controls the tonic entrainment process in sinoatrial node pacemaker cells

Automatic Detection of Atrial Fibrillation Based on Continuous Wavelet Transform and 2D Convolutional Neural Networks

Automatic Cardiac Arrhythmia Classification Using Combination of Deep Residual Network and Bidirectional LSTM

Electrophysiological Mechanisms Underlying T-Wave Alternans and Their Role in Arrhythmogenesis

In silico assessment of the effects of quinidine, disopyramide and E-4031 on short QT syndrome variant 1 in the human ventricles

In silico study of the effects of anti-arrhythmic drug treatment on sinoatrial node function for patients with atrial fibrillation

Biophysical Characterization of the Underappreciated and Important Relationship Between Heart Rate Variability and Heart Rate

A robust multiple heartbeats classification with weight-based loss based on convolutional neural network and bidirectional long short-term memory

Mechanisms of ventricular arrhythmias elicited by coexistence of multiple electrophysiological remodeling in ischemia: A simulation study

Quantitative proteomics and single-nucleus transcriptomics of the sinus node elucidates the foundation of cardiac pacemaking

Effects of fibroblast on electromechanical dynamics of human atrial tissue—insights from a 2D discrete element model

Air Pollution and Cardiac Arrhythmias: From Epidemiological and Clinical Evidences to Cellular Electrophysiological Mechanisms

Editorial: Multi-Scale Computational Cardiology

A computational model of spatio-temporal cardiac intracellular calcium handling with realistic structure and spatial flux distribution from sarcoplasmic reticulum and t-tubule reconstructions

Electro-mechanical dynamics of spiral waves in a discrete 2D model of human atrial tissue

In Silico Assessment of Class I Antiarrhythmic Drug Effects on Pitx2 -Induced Atrial Fibrillation: Insights from Populations of Electrophysiological Models of Human Atrial Cells and Tissues

Heart failure-induced atrial remodelling promotes electrical and conduction alternans

Reciprocal interaction between IK1 and If in biological pacemakers: A simulation study

A circadian clock in the sinus node mediates day-night rhythms in Hcn4 and heart rate

Proarrhythmia in KCNJ2-linked short QT syndrome: insights from modelling

High resolution 3-Dimensional imaging of the human cardiac conduction system from microanatomy to mathematical modeling

Automatic Detection for Multi-Labeled Cardiac Arrhythmia Based on Frame Blocking Preprocessing and Residual Networks

ProEGAN-MS: A Progressive Growing Generative Adversarial Networks for Electrocardiogram Generation

Knowledge graph analysis and visualization of artificial intelligence applied in electrocardiogram

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