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

Atıf İçin Kopyala

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

EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING, 2017 (SCI İndekslerine Giren Dergi)

Yayın Türü: Makale / Tam Makale
Basım Tarihi: 2017
Doi Numarası: 10.1186/s13640-017-0213-2
Dergi Adı: EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING

Özet

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.