Weakly Supervised Learning of 3D Deep Network for Neuron Reconstruction

• Main Authors: Qing Huang (Author), Yijun Chen (Author), Shijie Liu (Author), Cheng Xu (Author), Tingting Cao (Author), Yongchao Xu (Author), Xiaojun Wang (Author), Gong Rao (Author), Anan Li (Author), Shaoqun Zeng (Author), Tingwei Quan (Author)
• Format: Book
• Published: Frontiers Media S.A., 2020-07-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Digital reconstruction or tracing of 3D tree-like neuronal structures from optical microscopy images is essential for understanding the functionality of neurons and reveal the connectivity of neuronal networks. Despite the existence of numerous tracing methods, reconstructing a neuron from highly no...