Artificial intelligence to detect abnormal heart rhythm from scanned electrocardiogram tracings

Automatic diagnosis of the 12-lead ECG using a deep neural network

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Introducing the GEV Activation Function for Highly Unbalanced Data to Develop COVID-19 Diagnostic Models

(2020) Joshua Bridge et al.   IEEE Journal of Biomedical and Health Informatics

Development and Validation of a Deep-Learning Model to Screen for Hyperkalemia From the Electrocardiogram

(2019) Conner D. Galloway et al.   JAMA Cardiology

Computer-aided diagnosis of congestive heart failure using ECG signals – A review

(2019) V. Jahmunah et al.   Physica Medica-European Journal of Medical Physics

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

(2019) Zachi I Attia et al.   LANCET

Deep learning to automatically interpret images of the electrocardiogram: Do we need the raw samples?

(2019) Rob Brisk et al.   JOURNAL OF ELECTROCARDIOLOGY

Artificial intelligence as an emerging technology in the current care of neurological disorders

(2019) Urvish K. Patel et al.   JOURNAL OF NEUROLOGY

Prediction of Abnormal Myocardial Relaxation From Signal Processed Surface ECG

(2018) Partho P. Sengupta et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

Artificial intelligence and deep learning in ophthalmology

(2018) Daniel Shu Wei Ting et al.   BRITISH JOURNAL OF OPHTHALMOLOGY

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

(2018) Awni Y. Hannun et al.   NATURE MEDICINE

Epidemiological Characteristics of Atrial Fibrillation in Southern China: Results from the Guangzhou Heart Study

(2018) Hai Deng et al.   Scientific Reports

Digitizing paper electrocardiograms: Status and challenges

(2017) George S. Waits et al.   JOURNAL OF ELECTROCARDIOLOGY

Eyewitness to history: Landmarks in the development of computerized electrocardiography

(2016) Pentti M. Rautaharju   JOURNAL OF ELECTROCARDIOLOGY

Preventing Sudden Death of Athletes With Electrocardiographic Screening

(2012) Amir Halkin et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

pROC: an open-source package for R and S+ to analyze and compare ROC curves

(2011) Xavier Robin et al.   BMC BIOINFORMATICS