The phonocardiogram (PCG) is a crucial tool for the early detection, continuous monitoring,
accurate diagnosis, and efficient management of cardiovascular diseases. It has the …

Phonocardigraphy (PCG) is the graphical representation of heart sounds. The PCG signal
contains useful information about the functionality and the condition of the heart. It also …

Lung or heart sound classification is challenging due to the complex nature of audio data, its
dynamic properties of time, and frequency domains. It is also very difficult to detect lung or …

Heart sound (HS) signals contain valuable diagnostic information for detection of heart
abnormalities. The early detection of heart abnormalities plays an important role in reducing …

In the age of digital technology, there is a great interest in artificial intelligence-based
disease diagnosis algorithms. There are many image-based studies, especially for lung …

This thesis describes a variety of projects on analyzing two common biomedical signals
known as Phonocardiogram (PCG) and Electrocardiogram (ECG/EKG) to detect early-stage …

Phonocardiography (PCG) is a widely used technique to detect and diagnose
cardiovascular diseases. We have combined the advantages of traditional machine learning …

There is increasing attention for audio classification research to support various emerging
applications, including environmental monitoring, health care, and smart city. Audio …