mohit-bags / Arrhythmia-Detection

Arrhythmia Detection into three classes AFL,AFIB,NSR(Normal Sinus Rythum) using ECG/PPG data based on RR interval Extraction

Arrhythmia-Detection

Arrhythmia (irregular heartbeat) Detection into three classes AFL,AFIB,NSR using ECG/PPG data based on RR interval Extraction

Keywords to know:

arrhythmia detection; heart rate; RR interval; AFIB-atrial fibrillation; AFL-atrial flutter; NSR-Normal Sinus Rythum; deep learning; CNN; Residual neural network (ResNets); detrending; Data Augmentation; Round robin;

Dataset Link-

https://figshare.com/collections/ChapmanECG/4560497

Pipeline-

Data Extraction -> Data Processing -> Modeling -> Evaluation