A deep learning approach to 3D segmentation of brain vasculature
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Citation (published version)Waleed Tahir, Jiabei Zhu, Sreekanth Kura, Xiaojun Cheng, David Boas, Lei Tian. 2019. "A Deep Learning Approach to 3D Segmentation of Brain Vasculature." Optics and the Brain. Optics and the Brain. https://doi.org/10.1364/BRAIN.2019.BT2A.6
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.
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