Projects

Updated 6 months ago

https://github.com/ai4healthuol/cardiolab • Science 36%

This is the official repository for CardioLab. A machine and deep learning framework for the estimation and monitoring of laboratory abnormalities throught ECG data.

deep-learning ecg ecg-classification haematology laboratory-analysis multimodal patient-monitoring

Updated 6 months ago

ecg_classification • Science 49%

Official and maintained implementation of the paper "Exploring Novel Algorithms for Atrial Fibrillation Detection by Driving Graduate Level Education in Medical Machine Learning" (ECG-DualNet) [Physiological Measurement 2022, EMBC 2023].

classification convolutional-neural-networks deep-learning ecg-classification ecg-data ecg-signal embc machine-learning pattern-recognition pytorch signal-processing transformer

Updated 6 months ago

ecg-aging • Science 67%

Source code repository for the study: "Uncovering ECG Changes during Healthy Aging using Explainable AI"

ecg ecg-classification healthy-aging

Updated 6 months ago

https://github.com/ai4healthuol/ecg-mimic • Science 36%

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'.

cardiology deep-learning ecg-classification healthcare time-series-classification

ecosyste.ms

Data

Tools

Indexes

Applications

Experiments

Open Source Science

https://github.com/ai4healthuol/cardiolab • Science 36%

ecg_classification • Science 49%

ecg-aging • Science 67%

https://github.com/ai4healthuol/ecg-mimic • Science 36%