Artificial intelligence cloud platform improves arrhythmia detection from insertable cardiac monitors to 25 cardiac rhythm patterns through multi-label classification

A Real-Time QRS Detection Algorithm

Jiapu Pan, W.J. Tompkins · IEEE Transactions on Biomedical Engineering · 1985 · 7.6K citations

Real-time Monitoring, Heart Rate, Engineering +13

Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network

Awni Hannun, Pranav Rajpurkar, Masoumeh Haghpanahi et al. · Nature Medicine · 2018 · 2.7K citations

Electrophysiological Evaluation, Deep Neural Networks, Engineering +12

2018 ESC Guidelines for the diagnosis and management of syncope

Michele Brignole, Frederik J. de Lange, Jean‐Claude Deharo et al. · European Heart Journal · 2018 · 1.8K citations · Full text

An artificial intelligence-enabled ECG algorithm for the identification of patients with atrial fibrillation during sinus rhythm: a retrospective analysis of outcome prediction

Zachi I. Attia, Peter A. Noseworthy, Francisco López-Jiménez et al. · The Lancet · 2019 · 1.4K citations

Artificial Intelligence, Electrophysiological Evaluation, Engineering +14

An experimental comparison of performance measures for classification

Cèsar Ferri, José Hernández‐Orallo, R. Modroiu · Pattern Recognition Letters · 2008 · 866 citations

Data Classification, Classification Method, Engineering +9