Yildirim G., Karakas H. M., Ozkaya Y. A., Sener E., Findik O., Pulat G. N.
ISTANBUL MEDICAL JOURNAL, vol.24, no.1, pp.40-47, 2023 (ESCI)
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Publication Type:
Article / Article
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Volume:
24
Issue:
1
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Publication Date:
2023
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Doi Number:
10.4274/imj.galenos.2023.07348
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Journal Name:
ISTANBUL MEDICAL JOURNAL
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Journal Indexes:
Emerging Sources Citation Index (ESCI), TR DİZİN (ULAKBİM)
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Page Numbers:
pp.40-47
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Keywords:
Computed tomography, computer aided diagnosis, convolutional neural networks, COVID-19, deep learning, machine learning, pneumonia, U-Net, CHEST CT
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Open Archive Collection:
AVESIS Open Access Collection
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Ankara University Affiliated:
Yes
Abstract
Introduction: This study aimed to construct an artificial intelligence system to detect Coronavirus disease-2019 (COVID-19) pneumonia on computed tomography (CT) images and to test its diagnostic performance.