3D multi-view convolutional neural networks for lung nodule classification

Kang, Guixia; Liu, Kui; Hou, Beibei; Zhang, Ningbo

doi:10.1371/journal.pone.0188290

3D multi-view convolutional neural networks for lung nodule classification

The 3D convolutional neural network (CNN) is able to make full use of the spatial 3D context information of lung nodules, and the multi-view strategy has been shown to be useful for improving the performance of 2D CNN in classifying lung nodules. In this paper, we explore the classification of lu…