DeepCOPD: Copd Detection Using Deep Learning

by Meenu Vijarania and Swati Gupta

This paper presents DeepCOPD, an innovative deep learning approach for accurate detection of Chronic Obstructive Pulmonary Disease (COPD) using respiratory sound analysis. The proposed approach utilizes a Convolutional Neural Network (CNN) model trained on a respiratory sound database containing wheezes, crackles, and both crackles and wheezes. To overcome the challenge of a small dataset, innovative techniques such as device-specific fine-tuning,...

• Format: Paperback
• Language: English
• ISBN: 620746625X
• ISBN13: 9786207466252
• Release Date: March 2024
• Publisher: LAP Lambert Academic Publishing
• Length: 52 Pages
• Weight: 0.20 lbs.
• Dimensions: 0.1" x 6.0" x 9.0"