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Deep Learning for automatic segmentation and classification of individual neurons in high-resolution histological scans.

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llevitis/deep-neurons

 
 

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deep-neurons

Goals

Use deep learning to achieve automatic segmentation and differentiation of individual neurons in high-resolution histological scans of human brain. The program will be trained to differentiate pyramidal neurons from interneurons in the slice of the frontal superior gyrus.

Data source

[histological images file type here]

Dependencies

[requirements to run the program]

Installation

[code/instructions to run the program]

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Deep Learning for automatic segmentation and classification of individual neurons in high-resolution histological scans.

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  • Jupyter Notebook 91.7%
  • Python 8.3%