Kertiş, Gürkan | Bahadır, Burak | Gün, Banu Doğan | Bektaş, Sibel | Barut, Figen | Karadayı, Nimet | Özdamar, Şükrü Oğuz
Proceedings | 2008 | VIRCHOWS ARCHIV452
WOS: 000256192600607
Kaya, Ceren | Erkaymaz, Okan | Ayar, Orhan | Özer, Mahmut
Proceedings | 2017 | 2017 Medical Technologies National Conference, TIPTEKNO 20172017-January , pp.1 - 4
'Diabetes Mellitus (Diabetes)' is a disease based on insulin hormone disorders secreted from the pancreas gland. Clinical findings find out that diabetes causes some diseases in vital organs. 'Diabetic Retinopathy' is one of the most common eye diseases based on diabetes, and it is the leading cause of visual loss resulting from structural changes in the retinal vessels. Recent researches show that signals from vital organs can be used to diagnose diseases in the literature. In this study, the features of horizontal and vertical Video-Oculography (VOG) signals from right and left eye are used to classify non-proliferative and prolif . . .erative diabetic retinopathy disease. 25 statistical features are obtained using discrete wavelet transform with VOG signals from 24 subjects. Feature selection is performed using C4.5 decision tree algorithm from 25 features obtained. The statistical features obtained from C4.5 decision tree and discrete wavelet transform are applied as input to artificial neural networks and the classification performance of the 'Diabetic Retinopathy' disease are compared according to these two methods. Our results show that feature selection by C4.5 decision tree algorithm (96.87%) provides better classification performance than feature extraction with discrete wavelet transform (93.75%). © 2017 IEEE Daha fazlası Daha az
Bektaş, Sibel | Barut, Figen | Bahadır, Burak | Gün, Banu Doğan | Kandemir, Nilüfer Onak | Gül, Aylin Ege | Keser, Sevinç
Proceedings | 2007 | VIRCHOWS ARCHIV451 ( 2 ) , pp.405 - 405
WOS: 000249454600893
Barut, Figen | Bektaş, Sibel | Bahadır, Burak | Kandemir, Nilüfer Onak | Sönmez, Arzu | Keser, Sevinç | Karadayı, Nimet
Proceedings | 2007 | VIRCHOWS ARCHIV451 ( 2 ) , pp.267 - 267
WOS: 000249454600460
Demirel, Fatma | Dursun, Ahmet | Numanoğlu, Kemal Varın | Pişkin, İbrahim Ethem | Örnek, Zuhal Komşu
Proceedings | 2008 | HORMONE RESEARCH70 , pp.240 - 240
WOS: 000259785600795
Turan, İnci | Özaçmak-Sayan, Hale | Özaçmak, Veysel Haktan | Barut, Figen
Proceedings | 2018 | ACTA PHYSIOLOGICA225 , pp.50 - 50
WOS: 000453220100106
Çakmak, Güldeniz Karadeniz | Emre, Ali U. | Taşçılar, Öğe | Bahadır, Burak | Özkan, Selçuk
Proceedings | 2015 | CANCER RESEARCH75 , pp.50 - 50
37th Annual CTRC-AACR San Antonio Breast Cancer Symposium -- DEC 09-13, 2014 -- San Antonio, TX WOS: 000356730201059
Gün, Banu Doğan | Bahadır, Burak | Gün, Mustafa Özkan | Gönülal, Erdoğan | Kökten, Neslihan | Kandemir, Nilüfer Onak | Karadayı, Nimet
Proceedings | 2007 | VIRCHOWS ARCHIV451 ( 2 ) , pp.533 - 534
WOS: 000249454601291
Kandemir, Nilüfer Onak | Bahadır, Burak | Gün, Banu Doğan | Yurdakan, Gamze | Karadayı, Nimet | Özdamar, Şükrü Oğuz
Proceedings | 2007 | VIRCHOWS ARCHIV451 ( 2 ) , pp.350 - 350
WOS: 000249454600721
Bektaş, Sibel | Barut, Figen | Kertiş, Gürkan | Bahadır, Burak | Gün, Banu Doğan | Kandemir, Nilüfer Onak | Özdemir, Nagehan
Proceedings | 2007 | VIRCHOWS ARCHIV451 ( 2 ) , pp.406 - 406
WOS: 000249454600894
Kandemir, Nilüfer Onak | Gün, Banu Doğan | Bahadır, Burak | Numanoğlu, Gamze | Karadayı, Nimet | Özdamar, Şükrü Oğuz
Proceedings | 2008 | VIRCHOWS ARCHIV452 , pp.406 - 406
WOS: 000256192600284
Bahadır, Burak | Gün, Banu Doğan | Bektaş, Sibel | Çolak, Sacide | Kertiş, Gürkan | Özdamar, Şükrü Oğuz
Proceedings | 2007 | VIRCHOWS ARCHIV451 ( 2 ) , pp.211 - 211
WOS: 000249454600284