İSTE Yazarı "Altan, Gökhan" Araştırma Çıktıları | TR-Dizin İndeksli Yayınlar Koleksiyonu İçin Listeleme
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Breast cancer diagnosis using deep belief networks on ROI images
Altan, Gökhan (Pamukkale Üniversitesi, 2022)Hand-crafted features are efficient methods for image processing, recognition, and computer vision. However, the advancements in data size and image resolution lead to inconvenience in feature extraction. Moreover, they ... -
CLAHE based Enhancement to Transfer Learning in COVID-19 Detection
Altan, Gökhan; Narlı, Süleyman Serhan (Gazi Akademi Yayıncılık, 2022)Early diagnosis of COVID-19 disease becomes possible with the enhancements on feature learning and advanced pre-processing stages for classification of chest X-ray images using deep learning. Besides, high-performance ... -
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 ... -
Deep Learning-based Mammogram Classification for Breast Cancer
Altan, Gökhan (International Journal of Intelligent Systems and Applications in Engineering, 2020)Deep Learning (DL) is a rising field of researches in last decade by exposing a hybrid analysis procedure including advanced level image processing and many efficient supervised classifiers. Robustness of the DL algorithms ... -
DeepGraphNet: Grafiklerin Sınıflandırılmasında Derin Öğrenme Modelleri
Altan, Gökhan (Avrupa Bilim ve Teknoloji Dergisi, 2019)Grafik sınıflandırma modeli henüz yeni bir araştırma alanı olarak ön plana çıkan bir görüntü işleme yaklaşımıdır. Özellikle verilerin görselleştirilmesi ve kolay okunabilirliğini sağlamak için tercih edilen grafikler, ...