Yazar "Allahverdi, Novruz" için listeleme
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Deep Learning for COPD Analysis Using Lung Sounds
Altan, Gökhan; Kutlu, Yakup; Allahverdi, Novruz (Baku State University, 2018)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 ... -
Deep Learning on Computerized Analysis of Chronic Obstructive Pulmonary Disease
Altan, Gökhan; Kutlu, Yakup; Allahverdi, Novruz (Institute of Electrical and Electronics Engineers Inc., 2020)Goal: Chronic obstructive pulmonary disease (COPD) is one of the deadliest diseases in the world. Because COPD is an incurable disease and requires considerable time to be diagnosed even by an experienced specialist, it ... -
A Multistage Deep Learning Algorithm for Detecting Arrhythmia
Altan, Gökhan; Allahverdi, Novruz; Kutlu, Yakup (Institute of Electrical and Electronics Engineers, 2018)Deep Belief Networks (DBN) is a deep learning algorithm that has both greedy layer-wise unsupervised and supervised training. Arrhythmia is a cardiac irregularity caused by a problem of the heart. In this study, a multi-stage ... -
A new approach to early diagnosis of congestive heart failure disease by using Hilbert-Huang transform
Altan, Gökhan; Kutlu, Yakup; Allahverdi, Novruz (Elsevier Ireland Ltd., 2016)Congestive heart failure (CHF) is a degree of cardiac disease occurring as a result of the heart's inability to pump enough blood for the human body. In recent studies, coronary artery disease (CAD) is accepted as the most ...
