Yazar "ALLAHVERDİ, Novruz" için WoS İndeksli Yayınlar Koleksiyonu listeleme
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A Multistage Deep Learning Algorithm for Detecting Arrhythmia
ALTAN, Gökhan; ALLAHVERDİ, Novruz; KUTLU, Yakup (IEEE, 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, ... -
Application Of Fuzzy Logic For Risk Determination Of Type 2 Diabetes Disease
ALLAHVERDİ, Novruz; ERTOSUN, Nesrin (Baku State Unıv, Inst Applied Mathematics, 2018)Diabetes is a disease caused by insucfficent production of insulin by the organ called pancreas. If the insulin secretion in the patient is absent or too small, then it is called diabetes type 1; if the amount of insulin ... -
A Machine Learning Framework to Identify the Causes of HbA1c in Patients With Type 2 Diabetes Mellitus
ALLAHVERDİ, Novruz; ALTUN, Alpaslan; TAGHIYEV, Anar (CEAI, 2019-06)In this study, the effects of blood glucose levels on hemoglobin A1c (HbA1c) were investigated. For this reason, а classification model was developed by carrying out a logistic regression analysis based on machine learning ... -
A New Approach to Early Diagnosis of Congestive Heart Failure Disease by Using Hilbert-Huang Transform
ALLAHVERDİ, Novruz; KUTLU, Yakup; ALTAN, Gökhan; (2016-12)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 ...
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