Deep Learning for COPD Analysis Using Lung Sounds
Künye
Altan, G., Kutlu, Y., Allahverdi, N. (2018). Deep Learning for Copd Analysis Using Lung Sounds. Proceedings of the 6th Internatıonal Conference on Control and Optimization With Industrial Applications, Vol II, pp 74-76.Özet
In this study, Hilbert-Huang Transform (HHT) was applied to the lung sounds from RespiratoryDatabase@TR and the statistical features were calculated from the different modulations of the HHT. The statistical features were fed into the DBN to classify the lung sounds from Chronic Obstructive Pulmonary Disease (COPD) and healthy subjects.
