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Özlem Polat
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Books and Theses
- 2015
- [b1]Özlem Polat:
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). İstanbul Technical University, Turkey, 2015
Journal Articles
- 2024
- [j8]Özlem Polat, Zümray Dokur, Tamer Ölmez:
Classification of brain strokes using divergence-based convolutional neural networks. Biomed. Signal Process. Control. 93: 106193 (2024) - 2023
- [j7]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): 456 (2023) - 2022
- [j6]Özlem Polat, Zümray Dokur, Tamer Ölmez:
Brain tumor classification by using a novel convolutional neural network structure. Int. J. Imaging Syst. Technol. 32(5): 1646-1660 (2022) - [j5]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): 21903-21917 (2022) - 2021
- [j4]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): 1615-1627 (2021) - [j3]Özlem Polat, Ali Polat, Taner Ekici:
Automatic classification of volcanic rocks from thin section images using transfer learning networks. Neural Comput. Appl. 33(18): 11531-11540 (2021) - [j2]Özlem Polat, Cahfer Güngen:
Classification of brain tumors from MR images using deep transfer learning. J. Supercomput. 77(7): 7236-7252 (2021) - 2017
- [j1]Özlem Polat, Zümray Dokur:
Protein fold classification with Grow-and-Learn network. Turkish J. Electr. Eng. Comput. Sci. 25: 1184-1196 (2017)
Conference and Workshop Papers
- 2021
- [c4]Özlem Polat:
Detection of Pediatric Pneumonia from X-Ray Images using ResNet50 and GAL Networks. INISTA 2021: 1-6 - [c3]Alican Ala, Özlem Polat:
Detection of Covid-19 from Computed Tomography Images with DenseNet Based Deep Learning Models. SIU 2021: 1-4 - 2020
- [c2]Cahfer Güngen, Özlem Polat, Rukiye Karakis:
Classification of Brain Tumors using Convolutional Neural Network from MR Images. SIU 2020: 1-4 - 2019
- [c1]Özlem Polat:
Gender Classification with GAL Network. SIU 2019: 1-4
Coauthor Index
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