ECG Heart Disease Detection Using RandomForest and Multi Layer Perceptron

This project is built and maintained by Tiago Oliveira - [email protected].

This work was made based on the Physionet ECG Challenge 2017 dataset

It was the project I started at Data Science Retreat in 2018/Berlin

The WaveForm DataBase library has helped a lot for extracting the properties from the dataset records

References literature

References - Code

The native MIT Python waveform-database (WFDB) package. A library of tools for reading, writing, and processing WFDB signals and annotations

Videos & lectures

Blog posts

Reccomended next steps

Application Architectural Challenge

Data Science Model Architectural Challenge