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Automated Diagnosis of Lung Cancer Subtypes Using Deep Convolutional Neural Network

Manash Sarker, Md Intishar Ahmed, Sadia Zannat Reem

Abstract

Lung cancer subtype classification based on CT scan images is difficult to achieve owing to the similar visual appearance of malignant subtypes. In this research, transfer learning-based CNNs are examined for four class classification of lung CT images into adenocarcinoma, large cell carcinoma, squamous cell carcinoma, and
normal lung CT images