Nithila Sadheesh

Comparison of machine learning algorithms for detection of COPD

Started July 28, 2023

Abstract or project description

This project aims to compare machine learning models for detection of COPD. Publicly available respiratory audio data will be used. Signal processing techniques will be employed to extract features from the audio data to train several machine learning algorithms in a supervised learning task. The goal of the project is to compare the performance of several machine learning algorithm for the task of COPD detection using audio data and signal processing derived features.