Classification of COVID-19 electrocardiograms by using hexaxial feature mapping and deep learning

Computational analysis to repurpose drugs for COVID-19 based on transcriptional response of host cells to SARS-CoV-2

(2021) Fuhai Li et al.   BMC Medical Informatics and Decision Making

ADOPT: automatic deep learning and optimization-based approach for detection of novel coronavirus COVID-19 disease using X-ray images

(2021) Gaurav Dhiman et al.   JOURNAL OF BIOMOLECULAR STRUCTURE & DYNAMICS

Cardiovascular sequalae in uncomplicated COVID-19 survivors

(2021) Mi Zhou et al.   PLoS One

Arrhythmic Heartbeat Classification Using 2D Convolutional Neural Networks

(2021) M. Degirmenci et al.   IRBM

Epileptic EEG Classification by Using Time-Frequency Images for Deep Learning

(2021) Mehmet Akif Ozdemir et al.   International Journal of Neural Systems

Deep Learning Enables Accurate Diagnosis of Novel Coronavirus (COVID-19) With CT Images

(2021) Ying Song et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

Detection of 2019 novel coronavirus (2019-nCoV) by real-time RT-PCR

(2020) Victor M Corman et al.   Eurosurveillance

A familial cluster of pneumonia associated with the 2019 novel coronavirus indicating person-to-person transmission: a study of a family cluster

(2020) Jasper Fuk-Woo Chan et al.   LANCET

1D-CADCapsNet: One dimensional deep capsule networks for coronary artery disease detection using ECG signals

(2020) Ertan Butun et al.   Physica Medica-European Journal of Medical Physics

Chest CT Findings in Coronavirus Disease-19 (COVID-19): Relationship to Duration of Infection

(2020) Adam Bernheim et al.   RADIOLOGY

Chest CT for Typical 2019-nCoV Pneumonia: Relationship to Negative RT-PCR Testing

(2020) Xingzhi Xie et al.   RADIOLOGY

Interpretation of arrhythmogenic effects of COVID-19 disease through ECG

(2020) Fatih Öztürk et al.   Aging Male

Areas of academic research with the impact of COVID-19

(2020) Abid Haleem et al.   AMERICAN JOURNAL OF EMERGENCY MEDICINE

Characteristic Electrocardiographic Manifestations in Patients With COVID-19

(2020) Jia He et al.   CANADIAN JOURNAL OF CARDIOLOGY

The Variety of Cardiovascular Presentations of COVID-19

(2020) Justin A. Fried et al.   CIRCULATION

ENHANCED ECG MONITORING OF COVID-19 PATIENTS

(2020) Shashank Jain et al.   HEART RHYTHM

Deep Transfer Learning Based Classification Model for COVID-19 Disease

(2020) Y. Pathak et al.   IRBM

Chloroquine-induced QTc prolongation in COVID-19 patients

(2020) M. P. H. van den Broek et al.   Netherlands Heart Journal

Classification of Arrhythmia by Using Deep Learning with 2-D ECG Spectral Image Representation

(2020) Amin Ullah et al.   Remote Sensing

COVID-19–Associated Stress (Takotsubo) Cardiomyopathy

(2020) Connie W. Tsao et al.   Circulation-Cardiovascular Imaging

COVID-19 detection using deep learning models to exploit Social Mimic Optimization and structured chest X-ray images using fuzzy color and stacking approaches

(2020) Mesut Toğaçar et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Application of deep learning technique to manage COVID-19 in routine clinical practice using CT images: Results of 10 convolutional neural networks

(2020) Ali Abbasian Ardakani et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Automated detection of COVID-19 cases using deep neural networks with X-ray images

(2020) Tulin Ozturk et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Electrocardiographic features of patients with COVID-19 pneumonia

(2020) Fabio Angeli et al.   European Journal of Internal Medicine

Behavior of the PR interval with increasing heart rate in patients with COVID-19

(2020) Behzad B. Pavri et al.   HEART RHYTHM

Electrocardiographic Findings in Coronavirus Disease-19: Insights on Mortality and Underlying Myocardial Processes

(2020) S. ANDREW MCCULLOUGH et al.   JOURNAL OF CARDIAC FAILURE

A Dynamic Systems Approach for Detecting and Localizing of Infarct-Related Artery in Acute Myocardial Infarction Using Compressed Paper-Based Electrocardiogram (ECG)

(2020) Trung Q. Le et al.   SENSORS

Electrocardiogram analysis of patients with different types of COVID‐19

(2020) Yina Wang et al.   ANNALS OF NONINVASIVE ELECTROCARDIOLOGY

Deep transfer learning-based automated detection of COVID-19 from lung CT scan slices

(2020) Sakshi Ahuja et al.   APPLIED INTELLIGENCE

EEG-based emotion recognition with deep convolutional neural networks

(2020) Mehmet Akif Ozdemir et al.   Biomedical Engineering-Biomedizinische Technik

Using machine learning of clinical data to diagnose COVID-19: a systematic review and meta-analysis

(2020) Wei Tse Li et al.   BMC Medical Informatics and Decision Making

Risk factors and electrocardiogram characteristics for mortality in critical inpatients with COVID ‐19

(2020) Lingzhi Li et al.   CLINICAL CARDIOLOGY

QTc interval prolongation and life-threatening arrhythmias during hospitalization in patients with COVID-19. Results from a multi-center prospective registry

(2020) Francesco Santoro et al.   CLINICAL INFECTIOUS DISEASES

Electrocardiographic features of 431 consecutive, critically ill COVID-19 patients: an insight into the mechanisms of cardiac involvement

(2020) Matteo Bertini et al.   EUROPACE

Value of electrocardiography in coronavirus disease 2019 (COVID-19)

(2020) Sohaib Haseeb et al.   JOURNAL OF ELECTROCARDIOLOGY

ECG : essential in care of patients with COVID ‐19

(2020) Kaitlyn Lam et al.   MEDICAL JOURNAL OF AUSTRALIA

The Use of Time-Frequency Moments as Inputs of LSTM Network for ECG Signal Classification

(2020) Grzegorz Kłosowski et al.   Electronics

Comparison of deep learning with regression analysis in creating predictive models for SARS-CoV-2 outcomes

(2020) Ahmed Abdulaal et al.   BMC Medical Informatics and Decision Making

Deep learning for digitizing highly noisy paper-based ECG records

(2020) Yao Li et al.   COMPUTERS IN BIOLOGY AND MEDICINE

COVID-CheXNet: hybrid deep learning framework for identifying COVID-19 virus in chest X-rays images

(2020) Alaa S. Al-Waisy et al.   Soft Computing

Lightweight deep learning models for detecting COVID-19 from chest X-ray images

(2020) Stefanos Karakanis et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Deep learning approaches for COVID-19 detection based on chest X-ray images

(2020) Aras M. Ismael et al.   EXPERT SYSTEMS WITH APPLICATIONS

Atrial fibrillation classification based on convolutional neural networks

(2019) Kwang-Sig Lee et al.   BMC Medical Informatics and Decision Making

Experiences in digitizing and digitally measuring a paper-based ECG archive

(2018) Arttu Holkeri et al.   JOURNAL OF ELECTROCARDIOLOGY

Automated ECG Classification Using Dual Heartbeat Coupling Based on Convolutional Neural Network

(2018) Xiaolong Zhai et al.   IEEE Access

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

(2018) Özal Yıldırım et al.   COMPUTERS IN BIOLOGY AND MEDICINE

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

(2018) Runnan He et al.   Frontiers in Physiology

Current technologies in body composition assessment: advantages and disadvantages

(2018) Guilherme Duprat Ceniccola et al.   NUTRITION