S. Gharghan

Machine learning algorithms for predicting heart failure based on heart sounds captured by electronic stethoscope

Heart failure (HF) is a critical medical illness that can be deadly if not diagnosed or predicted in time, as it results from the heart's inability to pump enough blood throughout the body. Traditional diagnostic tools such as electrocardiograms (ECGs), phonocardiograms (PCGs), and stethoscopes have been inadequate for...