Protein fold classification and motif retrieval methods by using the primary and secondary structures (Primer ve sekonder yapılar kullanılarak proteinlerin fold düzeyinde sınıflandırılması ve motif çıkarımı) - Özlem Polat (2015)

Protein fold classification with Grow-and-Learn network. - Özlem Polat; Zümray Dokur (Turkish J. Electr. Eng. Comput. Sci., 2017)

Gender Classification with GAL Network. - Özlem Polat (SIU, 2019)

Classification of Brain Tumors using Convolutional Neural Network from MR Images. - Cahfer Güngen; Özlem Polat; Rukiye Karakis (SIU, 2020)

Detection of Pediatric Pneumonia from X-Ray Images using ResNet50 and GAL Networks. - Özlem Polat (INISTA, 2021)

Detection of Covid-19 from Computed Tomography Images with DenseNet Based Deep Learning Models. - Alican Ala; Özlem Polat (SIU, 2021)

Automatic classification of volcanic rocks from thin section images using transfer learning networks. - Özlem Polat; Ali Polat; Taner Ekici (Neural Comput. Appl., 2021)

Classification of brain tumors from MR images using deep transfer learning. - Özlem Polat; Cahfer Güngen (J. Supercomput., 2021)

Determination of Pneumonia in X-ray Chest Images by Using Convolutional Neural Network. - Özlem Polat; Zümray Ölmez; Tamer Ölmez (Turkish J. Electr. Eng. Comput. Sci., 2021)

Brain tumor classification by using a novel convolutional neural network structure. - Özlem Polat; Zümray Dokur; Tamer Ölmez (Int. J. Imaging Syst. Technol., 2022)

Determination of COPD severity from chest CT images using deep transfer learning network. - Özlem Polat; Ismail Salk; Ömer Tamer Dogan (Multim. Tools Appl., 2022)

Automatic Detection and Mapping of Dolines Using U-Net Model from Orthophoto Images. - Ali Polat; Inan Keskin; Özlem Polat (ISPRS Int. J. Geo Inf., 2023)

Classification of brain strokes using divergence-based convolutional neural networks. - Özlem Polat; Zümray Dokur; Tamer Ölmez (Biomed. Signal Process. Control., 2024)