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Table 7 Neuron Classification (cell types) Accuracy on Dataset 3 with “curve” skeleton

From: A robust approach to 3D neuron shape representation for quantification and classification

 

L-Measure [9]

TMD [11]

NeuroPath2Path [12]

Our method

Pyramidal

0.876

0.887

0.902

0.916

Ganglion

0.819

0.847

0.895

0.884

Granule

0.828

0.879

0.868

0.912

Medium spiny

0.820

0.856

0.875

0.902

Motoneuron

0.838

0.843

0.874

0.912

average accuracy

0.865

0.882

0.896

0.914

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BMC Bioinformatics

ISSN: 1471-2105

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