Deep-Learning-Based Automated Neuron Reconstruction From 3D Microscopy Images Using Synthetic Training Images
IEEE Transactions on Medical Imaging(2022)
摘要
Digital reconstruction of neuronal structures from 3D microscopy images is critical for the quantitative investigation of brain circuits and functions. It is a challenging task that would greatly benefit from automatic neuron reconstruction methods. In this paper, we propose a novel method called SPE-DNR that combines spherical-patches extraction (SPE) and deep-learning for neuron reconstruction (...
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关键词
Neurons,Image reconstruction,Three-dimensional displays,Microscopy,Training,Reconstruction algorithms,Feature extraction
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