Deep Learning for Multimedia Processing Applications

CHAPTER 12 Multi-classification Deep Learning Models for Detecting Multiple Chest Infection Using Cough and Breath Sounds

Amna Tahir¹, Hassaan Malik¹, and Muhammad Umar Chaudhry²

¹Department of Computer Science, National College of Business Administration & Economics Lahore, Multan Sub Campus, Lahore, Pakistan

²Department of Computer Engineering, Bahauddin Zakariya University, Multan, Pakistan

DOI: 10.1201/9781003427674-12

12.1 Introduction

Every year, cough and respiratory infections place a huge strain on the health system's personnel and resources. These infections cause various chest infections that directly affect the human lungs. These chest infections are AST, COVID-19, NOR, PNEU, and TB. In Wuhan, China, numerous patients with pneumonia ...