Cough event classification by pretrained deep neural network.
Journal:
BMC medical informatics and decision making
Published Date:
Nov 25, 2015
Abstract
BACKGROUND: Cough is an essential symptom in respiratory diseases. In the measurement of cough severity, an accurate and objective cough monitor is expected by respiratory disease society. This paper aims to introduce a better performed algorithm, pretrained deep neural network (DNN), to the cough classification problem, which is a key step in the cough monitor.