Özlem Polat

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 12

Top Topics

Convolutional Neural Network

Gender Classification

Top Venues

Turkish J. Electr. Eng. Comput. Sci.

Biomed. Signal Process. Control.

Multim. Tools Appl.

Publications

Özlem Polat, Zümray Dokur, Tamer Ölmez
Classification of brain strokes using divergence-based convolutional neural networks. Biomed. Signal Process. Control. 93 (2024)
Ali Polat, Inan Keskin, Özlem Polat
Automatic Detection and Mapping of Dolines Using U-Net Model from Orthophoto Images. ISPRS Int. J. Geo Inf. 12 (11) (2023)
Özlem Polat, Ismail Salk, Ömer Tamer Dogan
Determination of COPD severity from chest CT images using deep transfer learning network. Multim. Tools Appl. 81 (15) (2022)
Özlem Polat, Zümray Dokur, Tamer Ölmez
Brain tumor classification by using a novel convolutional neural network structure. Int. J. Imaging Syst. Technol. 32 (5) (2022)
Özlem Polat, Cahfer Güngen
Classification of brain tumors from MR images using deep transfer learning. J. Supercomput. 77 (7) (2021)
Özlem Polat, Zümray Ölmez, Tamer Ölmez
Determination of Pneumonia in X-ray Chest Images by Using Convolutional Neural Network. Turkish J. Electr. Eng. Comput. Sci. 29 (3) (2021)
Özlem Polat
Detection of Pediatric Pneumonia from X-Ray Images using ResNet50 and GAL Networks. INISTA (2021)
Alican Ala, Özlem Polat
Detection of Covid-19 from Computed Tomography Images with DenseNet Based Deep Learning Models. SIU (2021)
Özlem Polat, Ali Polat, Taner Ekici
Automatic classification of volcanic rocks from thin section images using transfer learning networks. Neural Comput. Appl. 33 (18) (2021)
Cahfer Güngen, Özlem Polat, Rukiye Karakis
Classification of Brain Tumors using Convolutional Neural Network from MR Images. SIU (2020)
Özlem Polat
Gender Classification with GAL Network. SIU (2019)
Özlem Polat, Zümray Dokur
Protein fold classification with Grow-and-Learn network. Turkish J. Electr. Eng. Comput. Sci. 25 (2017)