ecg-classification topic
ECG-GAN
Synthesize plausible ECG signals via Generative adversarial networks
AI-Challenge-2023
First place solution for "medicine" topic in AI Challenge 2023
ECG-Arrhythmia-Classification-using-Artificial-Neural-Network
Classify the arrhythmia heartbeats from the MIT-BIH Arrhythmia Database.
dot-res-lstm
Classification of ECG signals by dot Residual LSTM Network for anomaly detection
ECGAssess
ECGAssess: A Python-Based Toolbox For ECG Lead Signal Quality Assessment
ECG-MIMIC
Repository for the paper 'Prospects for AI-Enhanced ECG as a Unified Screening Tool for Cardiac and Non-Cardiac Conditions -- An Explorative Study in Emergency Care'.
msc-stress
MSc Project: Quantifying Stress Pattern. A 9-month individual research project, as a part of my MSc Communication & Signal Processing at Imperial College London. (ECG, HRV, SVM, LSTM, MATLAB)
Automated-Detection-and-Localization-of-Myocardial-Infarction-Research-Project
Classifier for detection and prediction of the type of MI or NORM from 12-lead ECG beats.
Multi-label-12-lead-ECG-abnormality-classification
A Combined ResNet-DenseNet Architecture with ResU Blocks (ResU-Dense) for 12-lead ECG Abnormality Classification