D. L. Padmaja

Efficient ResNet-based Deep Learning Model forAsthma and COPD Detection Using Short-TimeFourier Transform Spectrograms

This study proposes a deep learning-based framework for the automated detection of asthma and chronicobstructive pulmonary disease (COPD) using respiratory sound analysis. Breath sound recordings are preprocessedthrough resampling, silence trimming, and Wiener filtering to enhance signal quality. Short-Time Fourier Tra...