AIMC Topic: Myelin Sheath

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Deep learning for high-throughput quantification of oligodendrocyte ensheathment at single-cell resolution.

Communications biology Mar 26, 2019
High-throughput quantification of oligodendrocyte myelination is a challenge that, if addressed, would facilitate the development of therapeutics to promote myelin protection and repair. Here, we established a high-throughput method to assess oligode...
Brain Animals Deep Learning Single-Cell Analysis Rats Rats, Sprague-Dawley Cell Differentiation Data Accuracy Myelin Sheath Axons Nanofibers Oligodendrocyte Precursor Cells Oligodendroglia
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AxonDeepSeg: automatic axon and myelin segmentation from microscopy data using convolutional neural networks.

Scientific reports Feb 28, 2018
Segmentation of axon and myelin from microscopy images of the nervous system provides useful quantitative information about the tissue microstructure, such as axon density and myelin thickness. This could be used for instance to document cell morphom...
Neural Networks, Computer Software Animals Image Processing, Computer-Assisted Mice Microscopy Myelin Sheath Axons Automation
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