Deep Learning and Mathematical Models for Cancer Detection in Image Classification

This research presents research in deep learning techniques that could go on radically to transform the landscape of cancer diagnosis, more so with the use of Convolutional Neural Networks. More specifically, this research aims to be used for the early detection and classification of breast and lung cancer using image classification based on CNNs. It is in this regard that a very critical innovation has been the development of a CNN model which will be independent of magnification levels for mul