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Özlem Polat Assoc. Prof. Dr. SİVAS CUMHURİYET ÜNİVERSİTESİ
Publication 7 Review 20 CrossRef Cited 15 TR Dizin Cited 2
7 Publication
20 Review
15 CrossRef Cited
2 TR Dizin Cited
0000-0002-9395-4465

Research Fields

Planning and Decision Making Image Processing Pattern Recognition Machine Learning Deep Learning Neural Networks Reinforcement Learning Semi- and Unsupervised Learning Artificial Intelligence

Institution

SİVAS CUMHURİYET ÜNİVERSİTESİ

Publications

PERFORMANCE OF DEEP RESIDUAL NETWORKS IN LUNG CANCER CLASSIFICATION: AN ANALYSIS ON HISTOPATHOLOGICAL IMAGES
Authors: Merve Yağmurcu , Sultan Uzun , Özlem Polat
Published: 2024 , Sivas Cumhuriyet Üniversitesi Bilim ve Teknoloji Dergisi
DOI: 10.69560/cujast.1591111
FAVORITE 0 TOTAL DOWNLOAD COUNT 901

0

901

Improving the performance of brain stroke segmentation using window-adjusted images with deep learning
Authors: Özlem Polat , Mustafa Said Kartal
Published: 2023 , Gümüşhane University Journal of Science and Technology
DOI: 10.17714/gumusfenbil.1319024
FAVORITE 0 TOTAL DOWNLOAD COUNT 3490

0

3490

Brain tumor segmentation with simplified U-Net architecture
Authors: Özlem Polat
Published: 2022 , Nigde Omer Halisdemir University Journal of Engineering Sciences
DOI: 10.28948/ngumuh.1111082
FAVORITE 0 TOTAL DOWNLOAD COUNT 2638

0

2638

Detection of Benign and Malignant Skin Cancer from Dermoscopic Images using Modified Deep Residual Learning Model
Authors: Mustafa Said Kartal , Özlem Polat
Published: 2022 , Artificial Intelligence Theory and Applications
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 2815

0

2815

Evaluation of Poor Prognosis in rRT-PCR Positive Covid-19 Cases with Using Deep Transfer Learning Network
Authors: İsmail Şalk , Özlem Polat , Mürşit Hasbek
Published: 2022 , Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
DOI: 10.47495/okufbed.1024845
FAVORITE 0 TOTAL DOWNLOAD COUNT 726

0

726

Detection of Covid-19 from Chest CT Images using Xception Architecture: A Deep Transfer Learning based Approach
Authors: Özlem Polat
Published: 2021 , Sakarya University Journal of Science
DOI: 10.16984/saufenbilder.903886
FAVORITE 0 TOTAL DOWNLOAD COUNT 1715

0

1715

Determination of highly effective attributes in fold level classification of proteins
Authors: Özlem Polat
Published: 2019 , International Advanced Researches and Engineering Journal
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 976

0

976

Articles published in
Artificial Intelligence Theory and Applications
Artificial Intelligence Theory and Applications
Gümüşhane University Journal of Science and Technology
Gümüşhane University Journal of Science and Technology
International Advanced Researches and Engineering Journal
International Advanced Researches and Engineering Journal
Nigde Omer Halisdemir University Journal of Engineering Sciences
Nigde Omer Halisdemir University Journal of Engineering Sciences
Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
Sakarya University Journal of Science
Sakarya University Journal of Science
Sivas Cumhuriyet Üniversitesi Bilim ve Teknoloji Dergisi
Sivas Cumhuriyet Üniversitesi Bilim ve Teknoloji Dergisi
Editorship
International Journal of Innovative Engineering Applications
International Journal of Innovative Engineering Applications
Section Editor
Sivas Cumhuriyet Üniversitesi Bilim ve Teknoloji Dergisi
Sivas Cumhuriyet Üniversitesi Bilim ve Teknoloji Dergisi
Section Editor , Language Editor
Editorial Board Memberships
International Journal of Innovative Engineering Applications
International Journal of Innovative Engineering Applications
Sivas Cumhuriyet Üniversitesi Bilim ve Teknoloji Dergisi
Sivas Cumhuriyet Üniversitesi Bilim ve Teknoloji Dergisi

Reviews

Acta Infologica
Acta Infologica
Balkan Journal of Electrical and Computer Engineering
Balkan Journal of Electrical and Computer Engineering
El-Cezeri
El-Cezeri
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
International Journal of Innovative Engineering Applications
International Journal of Innovative Engineering Applications
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Kocaeli Journal of Science and Engineering
Kocaeli Journal of Science and Engineering
Konya Journal of Engineering Sciences
Konya Journal of Engineering Sciences
Nigde Omer Halisdemir University Journal of Engineering Sciences
Nigde Omer Halisdemir University Journal of Engineering Sciences
Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences
Sivas Cumhuriyet Üniversitesi Bilim ve Teknoloji Dergisi
Sivas Cumhuriyet Üniversitesi Bilim ve Teknoloji Dergisi

Publications

Improving the performance of brain stroke segmentation using window-adjusted images with deep learning
Authors: Özlem Polat , Mustafa Said Kartal
Published: 2023 , Gümüşhane University Journal of Science and Technology
DOI: 10.17714/gumusfenbil.1319024
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 3490

1

0

3490

Brain tumor segmentation with simplified U-Net architecture
Authors: Özlem Polat
Published: 2022 , Nigde Omer Halisdemir University Journal of Engineering Sciences
DOI: 10.28948/ngumuh.1111082
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 2638

1

0

2638

Detection of Covid-19 from Chest CT Images using Xception Architecture: A Deep Transfer Learning based Approach
Authors: Özlem Polat
Published: 2021 , Sakarya University Journal of Science
DOI: 10.16984/saufenbilder.903886
CITED 13 FAVORITE 0 TOTAL DOWNLOAD COUNT 1715

13

0

1715

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