Table 1 The hand-designed features related to the neuron morphology after determining the mathematical statistics.

From: Neuron type classification in rat brain based on integrative convolutional and tree-based recurrent neural networks

Morphology Feature

Statistic Feature

Label

TotalLength

FractalDimension

NeuronName

TotalSurface

AverageDiameter

SpeciesName

TotalVolume

AverageContraction

PrimaryBrainRegion

TotalFragmentation

MaxBranchOrder

SecondaryBrainRegion

OverallDepth

MaxPathDistance

TertiaryBrainRegion

OverallHeight

MaxEuclideanDistance

PrimaryCellClass

OverallWidth

SomaSurface

SecondaryCellClass

NumberBifurcations

PartitionAsymmetry

TertiaryCellClass

NumberStems

AverageBifurcationAngleRemote

SpeciesAge

NumberBranches

AverageBifurcationAngleLocal

DevelopmentType

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