Accurate Neuronal Soma Segmentation Using 3D Multi-Task Learning U-Shaped Fully Convolutional Neural Networks

• Main Authors: Tianyu Hu (Author), Xiaofeng Xu (Author), Shangbin Chen (Author), Qian Liu (Author)
• Format: Book
• Published: Frontiers Media S.A., 2021-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Neuronal soma segmentation is a crucial step for the quantitative analysis of neuronal morphology. Automated neuronal soma segmentation methods have opened up the opportunity to improve the time-consuming manual labeling required during the neuronal soma morphology reconstruction for large-scale ima...