通过端到端深度学习卷积神经网络分析皮肤病变进行黑素瘤检测

Jul, 2018

通过端到端深度学习卷积神经网络分析皮肤病变进行黑素瘤检测

Skin Lesion Analysis Towards Melanoma Detection via End-to-end Deep Learning of Convolutional Neural Networks

Katherine M. Li, Evelyn C. Li

TL;DR本文提出了一种使用卷积神经网络(Convolutional Neural Network)模型解决皮肤病变分割和病变诊断问题的方案，并在2018年ISIC挑战赛中获得了良好的实验结果。

Abstract

This article presents the design, experiments and results of our solution submitted to the 2018 ISIC challenge: skin lesion Analysis Towards melanoma detection. We design a pipeline using state-of-the-art