A Deep Learning Approach to 3D Segmentation of Brain Vasculature
Waleed Tahir, Jiabei Zhu, Sreekanth Kura, Xiaojun Cheng, David A. Boas, Lei Tian · 2019
The segmentation of blood-vessels is an important preprocessing step for the quantitative analysis of brain vasculature. We approach the segmentation task for two-photon brain angiograms using a fully convolutional 3D deep neural network.