Cesar Yactayo-Arias

Deep Learning for the Classification of Kidney Diseases in Medical Images Using ResNet-50 and Grad-CAM

A classification model based on deep learning using a convolutional neural networks architecture, namely a 50-layer Residual Network (ResNet-50) using Gradient-weighted Class Activation Mapping (Grad-CAM) to provide improved automatic detection of renal pathology from medical images and improve the interpretability of...