Table 3 Description of the neuron feature descriptor extended from NeurphologyJ [3].
Feature Name | Description | Extension |
|---|---|---|
somaCount | The total number of somata. | No |
somaArea | The total area of somata in pixel. | No |
neuriteLength | The total length of all neurites in pixel. | No |
neuriteArea | The total area of neurites in pixel. | No |
attachmentPoint# | The total number of attachment points. | No |
endingPoint# | The total number of ending points. | No |
branchPoint# | The total number of branching points. | Yes |
Avg_somaArea | Avg_somaArea = somaArea/somaCount. | Yes |
Avg_neuriteLength | Avg_neuriteLength = neuriteLength/somaCount. | Yes |
Avg_neutiteArea | Avg_neutiteArea = neuriteArea/somaCount. | Yes |
Avg_attachmentPoint# | Avg_attachmentPoint# = attachmentPoint#/somaCount. | Yes |
Avg_endingPoint# | Avg_endingPoint# = endingPoint#/somaCount. | Yes |
Avg_branchPoint# | Avg_branchPoint# = branchPoint#/somaCount. | Yes |