William Osler Health System

MechanicalHeart: A Human-Machine Framework for the Classification of Phonocardiograms

Listening to heart sounds is an important first step in evaluating the cardiovascular system and is important in the early detection of cardiovascular disease. We present and evaluate a framework for combining machine learning algorithms, crowd workers, and experts in the classification of heart sound recordings. The…