Two Different Features Extraction Schemes of ECG Records

• Tech Stack: Python, google colab notebook, MATLAB, Tensorflow, Keras 3 API
• Research Paper: Link
• Github URL: Project Link

A comprehensive analysis contrasting two distinct methods of feature extraction, highlighting their significant differences and advancements

To evaluate and compare the performance of various machine learning models for heart disease detection using ECG data

To implement and analyze the efficacy of different ranking methods, specifically TOPSIS and mRMR, in assessing model performance.

To identify the top-performing models across multiple datasets, providing a comprehensive understanding of their strengths and limitations.