Heart Sound Segmentation-An Event Detection Approach Using Deep Recurrent Neural Networks.

Objective: In this paper, we accurately detect the state-sequence first heart sound (S1)-systole-second heart sound (S2)-diastole, i.e., the positions of S1 and S2, in heart sound recordings.