Early Detection System for Skin Cancer Based on Convolutional Neural Networks: Application of Deep Learning in Medical Image Diagnosis

Introduction / Main Floor: Early Detection System for Skin Cancer Based on Convolutional Neural Networks: Application of Deep Learning in Medical Image Diagnosis

This article introduces an open-source skin cancer detection project that uses Convolutional Neural Networks (CNN) to classify skin lesion images and distinguish between benign and malignant tumors. The article deeply explores the project's technical architecture, dataset construction methods, model training strategies, as well as the practical application value and future development directions of deep learning in the field of medical image diagnosis.