Enhancing Colon Cancer Prediction in Histopathology with Integrated Deep Learning Models: A Comparative Study on the LC25000 Dataset

Accurate prediction of colon cancer through histopathology images is crucial for diagnosis and treatment. Despite deep learning models showing promise in this domain, a comprehensive analysis on the LC2500 dataset, especially integrating advanced models, remains limited. This research critically evaluates the predictive performance of CNNs, Inception V3, and ResNet50, and further explores the enha...