Colorectal Cancer Disease Classification Using Mobilenetv2 Based on Deep Learning
Mallela Siva Naga Raju, Mallela Siva B. Srinivasa Rao · International Journal of Software Innovation · 2022
The third most commonly diagnosed cancer behind breast and lung cancers is colorectal cancer. Specifically, in the minimization of health inequalities, it can be supported by the clinical care of AI guidance. To develop generalizable deep learning approaches, an enormous amount of data is essential. In this paper, cycleGAN is used to do data augmentation supposed to overcome the issue of data imbalance. Moreover, segmentation and classification of colorectal cancers are proposed.