Umut Özkaya

Coronavirus (COVID-19) Classification using CT Images by Machine Learning Methods

Mücahid Barstuğan, Umut Özkaya, Şaban Öztürk · arXiv (Cornell University) · 2020 · 334 citations · Full text

Computing, Infectious Diseases, Radiology +17

Skin Lesion Segmentation with Improved Convolutional Neural Network

Şaban Öztürk, Umut Özkaya · Journal of Digital Imaging · 2020 · 139 citations · Full text

Medicine, Dermatology, Biomedical Imaging +9

Classification of Coronavirus (<scp>COVID</scp>‐19) from <scp>X‐ray</scp> and <scp>CT</scp> images using shrunken features

Şaban Öztürk, Umut Özkaya, Mücahid Barstuğan · International Journal of Imaging Systems and Technology · 2020 · 131 citations · Full text

Veterinary Medicine, Infectious Diseases, Radiology +13

Residual LSTM layered CNN for classification of gastrointestinal tract diseases

Şaban Öztürk, Umut Özkaya · Journal of Biomedical Informatics · 2020 · 111 citations

Medicine, Biomedical Informatics, Health Informatics +10

GPR B scan image analysis with deep learning methods

Umut Özkaya, Farid Melgani, Mesay Belete Bejiga et al. · Measurement · 2020 · 81 citations

Arts, Radiology, Computer Vision +11