atrial-fibrillation topic

List atrial-fibrillation repositories

automatic-ecg-diagnosis

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Scripts and modules for training and testing neural network for ECG automatic classification. Companion code to the paper "Automatic diagnosis of the 12-lead ECG using a deep neural network".

This is a CNN based model which aims to automatically classify the ECG signals of a normal patient vs. a patient with AF and has been trained to achieve up to 93.33% validation accuracy.

DeepECG

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Using deep learning to detect Atrial fibrillation

EKG_Analysis

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EKG Analysis code for the MI3 intern group at CHOC Children's

ecg-af-detection-physionet-2017

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AF Classification from a short single lead ECG recording: the PhysioNet/Computing in Cardiology Challenge 2017