预训练神经网络能否检测解剖学？

Dec, 2015

预训练神经网络能否检测解剖学？

Can Pretrained Neural Networks Detect Anatomy?

Vlado Menkovski, Zharko Aleksovski, Axel Saalbach, Hannes Nickisch

TL;DR通过预训练和数据增广，使用卷积神经网络进行医学影像诊断，开发出一种检测人体解剖结构的系统。

Abstract

convolutional neural networks demonstrated outstanding empirical results in computer vision and speech recognition tasks where labeled training data is abundant. In medical imaging, there is a huge variety of pos