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Arrhythmia detection using deep convolutional neural network with long duration ECG signals

Computers in biology and medicine, 2018-11, Vol.102, p.411-420

2018

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A new approach for arrhythmia classification using deep coded features and LSTM networks

Computer methods and programs in biomedicine, 2019-07, Vol.176, p.121-133

2019

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Explainable detection of myocardial infarction using deep learning models with Grad-CAM technique on ECG signals

Computers in biology and medicine, 2022-07, Vol.146, p.105550-105550, Article 105550

2022

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Attention-based 3D CNN with residual connections for efficient ECG-based COVID-19 detection

Computers in biology and medicine, 2022-04, Vol.143, p.105335-105335, Article 105335

2022

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Uncertainty quantification in DenseNet model using myocardial infarction ECG signals

Computer methods and programs in biomedicine, 2023-02, Vol.229, p.107308-107308, Article 107308

2023

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Heart rate variability for medical decision support systems: A review

Computers in biology and medicine, 2022-06, Vol.145, p.105407-105407, Article 105407

2022

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Detection of shockable ventricular arrhythmia using optimal orthogonal wavelet filters

Neural computing & applications, 2020-10, Vol.32 (20), p.15869-15884

2020

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Review of Deep Learning-Based Atrial Fibrillation Detection Studies

International journal of environmental research and public health, 2021-10, Vol.18 (21), p.11302

2021

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Validation of a rapid semi-automated method to assess left atrial longitudinal phasic strains on cine cardiovascular magnetic resonance imaging

Journal of cardiovascular magnetic resonance, 2018-11, Vol.20 (1), p.71-71, Article 71

2018

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Automated detection of shockable and non-shockable arrhythmia using novel wavelet-based ECG features

Computers in biology and medicine, 2019-12, Vol.115, p.103446-103446, Article 103446

2019

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Effects of Sacubitril/Valsartan (LCZ696) on Natriuresis, Diuresis, Blood Pressures, and NT-proBNP in Salt-Sensitive Hypertension

Hypertension (Dallas, Tex. 1979), 2017-01, Vol.69 (1), p.32-41

2017

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Automated classification of attention deficit hyperactivity disorder and conduct disorder using entropy features with ECG signals

Computers in biology and medicine, 2022-01, Vol.140, p.105120-105120, Article 105120

2022

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Automated heartbeat classification and detection of arrhythmia using optimal orthogonal wavelet filters

Informatics in medicine unlocked, 2019, Vol.16, p.100221, Article 100221

2019

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Fast long-axis strain: a simple, automatic approach for assessing left ventricular longitudinal function with cine cardiovascular magnetic resonance

European radiology, 2020-07, Vol.30 (7), p.3672-3683

2020

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RF-CNN-F: random forest with convolutional neural network features for coronary artery disease diagnosis based on cardiac magnetic resonance

Scientific reports, 2022-07, Vol.12 (1), p.11178-11178, Article 11178

2022

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Detection of persistent systolic and diastolic abnormalities in asymptomatic pediatric repaired tetralogy of Fallot patients with preserved ejection fraction: a CMR feature tracking study

European radiology, 2021-08, Vol.31 (8), p.6156-6168

2021

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Rivaroxaban for Stroke Prevention in East Asian Patients From the ROCKET AF Trial

Stroke (1970), 2014-06, Vol.45 (6), p.1739-1747

2014

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Explainable Risk Prediction of Post-Stroke Adverse Mental Outcomes Using Machine Learning Techniques in a Population of 1780 Patients

Sensors (Basel, Switzerland), 2023-09, Vol.23 (18), p.7946

2023

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FLP: Factor lattice pattern-based automated detection of Parkinson's disease and specific language impairment using recorded speech

Computers in biology and medicine, 2024-05, Vol.173, p.108280-108280, Article 108280

2024

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Automated detection of pain levels using deep feature extraction from shutter blinds-based dynamic-sized horizontal patches with facial images

Scientific reports, 2022-10, Vol.12 (1), p.17297-17297, Article 17297

2022

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Sex differences in proteomic correlates of coronary microvascular dysfunction among patients with heart failure and preserved ejection fraction

European journal of heart failure, 2022-04, Vol.24 (4), p.681-684

2022

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Automated Diabetic Retinopathy Detection Using Horizontal and Vertical Patch Division-Based Pre-Trained DenseNET with Digital Fundus Images

Diagnostics (Basel), 2022-08, Vol.12 (8), p.1975

2022

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Application of empirical mode decomposition (EMD) for automated identification of congestive heart failure using heart rate signals

Neural computing & applications, 2017-10, Vol.28 (10), p.3073-3094

2017

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Disproportionate left atrial myopathy in heart failure with preserved ejection fraction among participants of the PROMIS-HFpEF study

Scientific reports, 2021-03, Vol.11 (1), p.4885-4885, Article 4885

2021

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Normal Values of Myocardial Deformation Assessed by Cardiovascular Magnetic Resonance Feature Tracking in a Healthy Chinese Population: A Multicenter Study

Frontiers in physiology, 2018-09, Vol.9, p.1181-1181

2018

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Arrhythmia detection using deep convolutional neural network with long duration ECG signals

A new approach for arrhythmia classification using deep coded features and LSTM networks

Explainable detection of myocardial infarction using deep learning models with Grad-CAM technique on ECG signals

Attention-based 3D CNN with residual connections for efficient ECG-based COVID-19 detection

Uncertainty quantification in DenseNet model using myocardial infarction ECG signals

Heart rate variability for medical decision support systems: A review

Detection of shockable ventricular arrhythmia using optimal orthogonal wavelet filters

Review of Deep Learning-Based Atrial Fibrillation Detection Studies

Validation of a rapid semi-automated method to assess left atrial longitudinal phasic strains on cine cardiovascular magnetic resonance imaging

Automated detection of shockable and non-shockable arrhythmia using novel wavelet-based ECG features

Effects of Sacubitril/Valsartan (LCZ696) on Natriuresis, Diuresis, Blood Pressures, and NT-proBNP in Salt-Sensitive Hypertension

Automated classification of attention deficit hyperactivity disorder and conduct disorder using entropy features with ECG signals

Automated heartbeat classification and detection of arrhythmia using optimal orthogonal wavelet filters

Fast long-axis strain: a simple, automatic approach for assessing left ventricular longitudinal function with cine cardiovascular magnetic resonance

RF-CNN-F: random forest with convolutional neural network features for coronary artery disease diagnosis based on cardiac magnetic resonance

Detection of persistent systolic and diastolic abnormalities in asymptomatic pediatric repaired tetralogy of Fallot patients with preserved ejection fraction: a CMR feature tracking study

Rivaroxaban for Stroke Prevention in East Asian Patients From the ROCKET AF Trial

Explainable Risk Prediction of Post-Stroke Adverse Mental Outcomes Using Machine Learning Techniques in a Population of 1780 Patients

FLP: Factor lattice pattern-based automated detection of Parkinson's disease and specific language impairment using recorded speech

Automated detection of pain levels using deep feature extraction from shutter blinds-based dynamic-sized horizontal patches with facial images

Sex differences in proteomic correlates of coronary microvascular dysfunction among patients with heart failure and preserved ejection fraction

Automated Diabetic Retinopathy Detection Using Horizontal and Vertical Patch Division-Based Pre-Trained DenseNET with Digital Fundus Images

Application of empirical mode decomposition (EMD) for automated identification of congestive heart failure using heart rate signals

Disproportionate left atrial myopathy in heart failure with preserved ejection fraction among participants of the PROMIS-HFpEF study

Normal Values of Myocardial Deformation Assessed by Cardiovascular Magnetic Resonance Feature Tracking in a Healthy Chinese Population: A Multicenter Study

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