Deep Learning, Artificial Intelligence, Heart Sounds, Sound Classification, Cardiology.
convolutional neural network (CNN). Outline MFCC+CNN Results 1. MFCC+CNN 1.1. Segmentation A logistic regression hidden semi-Markov model [Springer et al., 2016] is used to predict the most likely sequence of heart sound states (S1 > Systole > S2 > Diastole) by incorporating information about