Recommended Reading on e-Cardiology

ESC Working Group on e-Cardiology

The Working Group regularly updates the list of recommended reading in your field of interest.

Artificial intelligence–enabled sinus electrocardiograms for the detection of paroxysmal atrial fibrillation benchmarked against the CHARGE-AF score

European Heart Journal - Digital Health

Development and multinational validation of an ensemble deep learning algorithm for detecting and predicting structural heart disease using noisy single-lead electrocardiograms

European Heart Journal - Digital Health

Catheterization laboratories open the doors for Extended Realities—review of clinical applications in cardiology

European Heart Journal - Digital Health

Spatial transcriptional landscape of human heart failure

European Heart Journal

State of the Art of Artificial Intelligence in Clinical Electrophysiology in 2025: A Scientific Statement of the European Heart Rhythm Association (EHRA) of the ESC, the Heart Rhythm Society (HRS), and the ESC Working Group on E-Cardiology

EP Europace Journal

Artificial intelligence and digital tools for design and execution of cardiovascular clinical trials

European Heart Journal

Identifying heart failure dynamics using multi-point electrocardiograms and deep learning

European Heart Journal - Digital Health

Monitoring and modulating cardiac bioelectricity: from Einthoven to end-user

EP Europace Journal

Accelerated atrial pacing reduces left-heart filling pressure: a combined clinical-computational study

European Heart Journal

Machine learning score to predict in-hospital outcomes in patients hospitalized in cardiac intensive care unit

European Heart Journal - Digital Health

Validation of machine learning-based risk stratification scores for patients with acute coronary syndrome treated with percutaneous coronary intervention

European Heart Journal - Digital Health

Cardiovascular care with digital twin technology in the era of generative artificial intelligence

European Heart Journal

Advanced electrocardiography heart age: a prognostic, explainable machine learning approach applicable to sinus and non-sinus rhythms

European Heart Journal - Digital Health

Digital solutions to optimize guideline-directed medical therapy prescription rates in patients with heart failure: a clinical consensus statement from the ESC Working Group on e-Cardiology, the Heart Failure Association of the European Society of Cardiology, the Association of Cardiovascular Nursing & Allied Professions of the European Society of Cardiology, the ESC Digital Health Committee, the ESC Council of Cardio-Oncology, and the ESC Patient Forum

European Heart Journal - Digital Health

Artificial intelligence in cardiovascular medicine: clinical applications

European Heart Journal

Artificial intelligence-based fully automated stress left ventricular ejection fraction as a prognostic marker in patients undergoing stress cardiovascular magnetic resonance

European Heart Journal - Cardiovascular Imaging

Validation of a machine learning algorithm to identify pulmonary vein isolation during ablation procedures for the treatment of atrial fibrillation: results of the PVISION study

EP Europace Journal

Artificial intelligence–based assessment of built environment from Google Street View and coronary artery disease prevalence

European Heart Journal

Evaluation of deep learning estimation of whole heart anatomy from automated cardiovascular magnetic resonance short- and long-axis analyses in UK Biobank

European Heart Journal - Cardiovascular Imaging

Accuracy and comprehensibility of chat-based artificial intelligence for patient information on atrial fibrillation and cardiac implantable electronic devices

EP Europace Journal

Scoring systems developed by machine learning: intelligent but simple to use?

European Heart Journal

Artificial intelligence: revolutionizing cardiology with large language models

European Heart Journal

Identification of Brugada syndrome based on P-wave features: an artificial intelligence-based approach

EP Europace Journal

Electrocardiographic temporo-spatial assessment of depolarization and repolarization changes after epicardial arrhythmogenic substrate ablation in Brugada syndrome

European Heart Journal - Digital Health

The digital journey: 25 years of digital development in electrophysiology from an Europace perspective

EP Europace Journal

Leveraging electronic health records to streamline the conduct of cardiovascular clinical trials

European Heart Journal

ChatGPT takes on the European Exam in Core Cardiology: an artificial intelligence success story?

European Heart Journal - Digital Health

Pragmatic approaches to the next generation of clinical trials in heart failure

European Heart Journal - Cardiovascular Pharmacotherapy

Artificial intelligence to enhance clinical value across the spectrum of cardiovascular healthcare

European Heart Journal

Clinical validation of an artificial intelligence-assisted algorithm for automated quantification of left ventricular ejection fraction in real time by a novel handheld ultrasound device

European Heart Journal - Digital Health

Development of a machine learning model using electrocardiogram signals to improve acute pulmonary embolism screening

European Heart Journal - Digital Health

Impact of activity trackers on secondary prevention in patients with coronary artery disease: a systematic review and meta-analysis

European Journal of Preventive Cardiology

The photoplethysmography dictionary: practical guidance on signal interpretation and clinical scenarios from TeleCheck-AF

European Heart Journal

Remote monitoring of patients with heart failure during the first national lockdown for COVID-19 in France

European Heart Journal - Digital Health

Use and misuse of instant messaging in clinical data sharing: the EHRA-SMS survey

EP Europace Journal

Electromechanical substrate characterization in arrhythmogenic cardiomyopathy using imaging-based patient-specific computer simulations

EP Europace Journal

The ‘Digital Twin’ to enable the vision of precision cardiology

European Heart Journal

Prediction of coronary artery calcium scoring from surface electrocardiogram in atherosclerotic cardiovascular disease: a pilot study

European Heart Journal - Digital Health

Implementation of an on-demand app-based heart rate and rhythm monitoring infrastructure for the management of atrial fibrillation through teleconsultation: TeleCheck-AF

EP Europace Journal

A novel machine learning-derived radiotranscriptomic signature of perivascular fat improves cardiac risk prediction using coronary CT angiography

European Heart Journal

Mobile health and implantable cardiac devices: Patients' expectations

European Journal of Preventive Cardiology

What do our patients expect of mobile health?

European Journal of Preventive Cardiology

Articles from non-ESC journals