Özlem Polat

Orcid: 0000-0002-9395-4465

According to our database1, Özlem Polat authored at least 13 papers between 2015 and 2024.

Collaborative distances:
  • Dijkstra number2 of six.
  • Erdős number3 of five.

Timeline

Legend:

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In proceedings 
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PhD thesis 
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Links

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Bibliography

2024
Classification of brain strokes using divergence-based convolutional neural networks.
Biomed. Signal Process. Control., 2024

2023
Automatic Detection and Mapping of Dolines Using U-Net Model from Orthophoto Images.
ISPRS Int. J. Geo Inf., November, 2023

2022
Determination of COPD severity from chest CT images using deep transfer learning network.
Multim. Tools Appl., 2022

Brain tumor classification by using a novel convolutional neural network structure.
Int. J. Imaging Syst. Technol., 2022

2021
Determination of Pneumonia in X-ray Chest Images by Using Convolutional Neural Network.
Turkish J. Electr. Eng. Comput. Sci., May, 2021

Classification of brain tumors from MR images using deep transfer learning.
J. Supercomput., 2021

Automatic classification of volcanic rocks from thin section images using transfer learning networks.
Neural Comput. Appl., 2021

Detection of Covid-19 from Computed Tomography Images with DenseNet Based Deep Learning Models.
Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

Detection of Pediatric Pneumonia from X-Ray Images using ResNet50 and GAL Networks.
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.
Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

2019
Gender Classification with GAL Network.
Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019

2017
Protein fold classification with Grow-and-Learn network.
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)
PhD thesis, 2015


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