Özlem Polat

According to our database, Özlem Polat authored at least 13 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2024

Classification of brain strokes using divergence-based convolutional neural networks.

Özlem Polat, Zümray Dokur, Tamer Ölmez

Biomed. Signal Process. Control., 2024

2023

Automatic Detection and Mapping of Dolines Using U-Net Model from Orthophoto Images.

Ali Polat, Inan Keskin, Özlem Polat

ISPRS Int. J. Geo Inf., November, 2023

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

Brain tumor classification by using a novel convolutional neural network structure.

Özlem Polat, Zümray Dokur, Tamer Ölmez

Int. J. Imaging Syst. Technol., 2022

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., May, 2021

Classification of brain tumors from MR images using deep transfer learning.

Özlem Polat, Cahfer Güngen

J. Supercomput., 2021

Automatic classification of volcanic rocks from thin section images using transfer learning networks.

Özlem Polat, Ali Polat, Taner Ekici

Neural Comput. Appl., 2021

Detection of Covid-19 from Computed Tomography Images with DenseNet Based Deep Learning Models.

Alican Ala, Özlem Polat

Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

Detection of Pediatric Pneumonia from X-Ray Images using ResNet50 and GAL Networks.

Özlem Polat

Proceedings of the International Conference on INnovations in Intelligent SysTems and Applications, 2021

2020

Classification of Brain Tumors using Convolutional Neural Network from MR Images.

Cahfer Güngen, Özlem Polat, Rukiye Karakis

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

2019

Gender Classification with GAL Network.

Özlem Polat

Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019

2017

Protein fold classification with Grow-and-Learn network.

Özlem Polat, Zümray Dokur

Turkish J. Electr. Eng. Comput. Sci., 2017

2015

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

PhD thesis, 2015