Classification of lung sounds using convolutional neural networks

Aykanat, Murat; Kilic, Ozkan; Kurt, Bahar; Saryal, Sevgi

doi:10.1186/s13640-017-0213-2

Classification of lung sounds using convolutional neural networks

Aykanat M., Kilic O., Kurt B., Saryal S.

EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING, 2017 (Journal Indexed in SCI)

Publication Type: Article / Article
Publication Date: 2017
Doi Number: 10.1186/s13640-017-0213-2
Title of Journal : EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING

Abstract

In the field of medicine, with the introduction of computer systems that can collect and analyze massive amounts of data, many non-invasive diagnostic methods are being developed for a variety of conditions. In this study, our aim is to develop a non-invasive method of classifying respiratory sounds that are recorded by an electronic stethoscope and the audio recording software that uses various machine learning algorithms.