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Deep learning−based histopathological image analysis for lung cancer diagnosis

Umit Ilhan1, Fikret Dirilenoglu2, Ahmet Ilhan1, 3 and Kaan Uyar1,    1Department of Computer Engineering, Faculty of Engineering, Near East University, Nicosia, Mersin, Turkey,    2Department of Pathology, Faculty of Medicine, Near East University, Nicosia, Mersin, Turkey,    3Research Center for Science, Technology and Engineering (BILTEM), Near East University, Nicosia, Mersin, Turkey

Abstract

Lung cancer is a major global health burden and requires the use of accurate diagnostic methods. Traditional lung cancer diagnosis relies on microscopic examination of tissue samples, which can be subject to variability and time-consuming. Recent studies have investigated ...

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