Ümit Şentürk

A novel hybrid model in the diagnosis and classification of Alzheimer's disease using EEG signals: Deep ensemble learning (DEL) approach

Majid Nour, Ümit Şentürk, Kemal Polat · Biomedical Signal Processing and Control · 2023 · 70 citations

Neuroimaging Biomarkers, Alzheimer's Disease, Novel Hybrid Model +13

A non-invasive continuous cuffless blood pressure estimation using dynamic Recurrent Neural Networks

Ümit Şentürk, Kemal Polat, İbrahim Yücedağ · Applied Acoustics · 2020 · 65 citations · Full text

Hypertension, Recurrent Neural Network, Blood Pressure +1

Repetitive neural network (RNN) based blood pressure estimation using PPG and ECG signals

Ümit Şentürk, İbrahim Yücedağ, Kemal Polat · 2018 2nd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT) · 2018 · 54 citations

Hypertension, Ecg Signals, Engineering +12

A Novel ML Approach to Prediction of Breast Cancer: Combining of mad normalization, KMC based feature weighting and AdaBoostM1 classifier

Kemal Polat, Ümit Şentürk · 2018 2nd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT) · 2018 · 46 citations

Engineering, Machine Learning, Feature Weighting +21

Diagnosis and classification of Parkinson's disease using ensemble learning and 1D-PDCovNN

Majid Nour, Ümit Şentürk, Kemal Polat · Computers in Biology and Medicine · 2023 · 38 citations

Data Classification, Classification Method, Engineering +14