ColoNet: DnCNN-EfficientNetV2-MLP Framework with Explainable AI for Colorectal Histological Texture Classification
Abstract: Colorectal histological texture classification requires models capable of distinguishing visually similar tissue patterns while maintaining reliable predictive performance. We developed ColoNet as an integrated classification framework that combines Denoising Convolutional Neural Network (DnCNN)-based preproc...