Large-scale Histopathological Colon Cancer Annotation Model Using Machine Learning Techniques
Esraa Hamed,
Mohamed Tolba,
Nagwa Badr
et al.
Abstract:Colon cancer ranks among the leading factors contributing to mortality and morbidity among adults. One of the main components in determining the kind of cancer is the histopathological diagnosis. This study presents the development of a computer-aided diagnosis system for adenocarcinomas of the colon using machine learning (ML) to analyze digital pathology images. A dataset of 10,000 images was gathered from the LC25000 collection, with 5000 images for each class. The Convolutional Neural Network with a Light … Show more
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