AIMC Topic: Cell Body

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A Deep Learning Approach for Neuronal Cell Body Segmentation in Neurons Expressing GCaMP Using a Swin Transformer.

eNeuro Sep 26, 2023
Neuronal cell body analysis is crucial for quantifying changes in neuronal sizes under different physiological and pathologic conditions. Neuronal cell body detection and segmentation mainly rely on manual or pseudo-manual annotations. Manual annotat...
Humans Algorithms Animals Deep Learning Mice Neurons Axons Cell Body
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An Effective Encoder-Decoder Network for Neural Cell Bodies and Cell Nucleus Segmentation of EM Images.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2019
Neural systems are complicated networks connected by a large number of neurons through gap junctions and synapse. At present, for electron microscopy connectomics research, neuron structure recognition algorithms mostly focus on synapses, dendrites, ...
Humans Neural Networks, Computer Algorithms Image Processing, Computer-Assisted Neurons Cell Nucleus Microscopy, Electron Cell Body
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Soma Detection in 3D Images of Neurons using Machine Learning Technique.

Neuroinformatics Jan 1, 2018
Computing and analyzing the neuronal structure is essential to studying connectome. Two important tasks for such analysis are finding the soma and constructing the neuronal structure. Finding the soma is considered more important because it is requir...
Machine Learning Brain Animals Imaging, Three-Dimensional Neurons Drosophila Cell Body
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