Percutaneous transforaminal endoscopic discectomy (PTED) is one of the most common minimally invasive surgery methods used in clinic in recent years. In this study, we developed a computer-aided detection system (CADS) based on convolutional neural network (CNN) to automatically recognize nerve and dura mater images under PTED surgery.

中文翻译：

---

卷积神经网络在经皮经椎间孔镜下椎间盘切除术中的神经识别

经皮经孔椎间孔镜下椎间盘切除术（PTED）是近年来临床上最常用的微创手术方法之一。在这项研究中，我们开发了基于卷积神经网络（CNN）的计算机辅助检测系统（CADS），以在PTED手术下自动识别神经和硬脑膜图像。