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 |