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Table 2 Classification results for the set-up and validation of the classifier

From: A generic classification-based method for segmentation of nuclei in 3D images of early embryos

C. elegans

Drosophila

Synthetic

 

I

P

M

A

T

 

I

P

M

A

T

 

I

P

M

A

T

Inter

13

2

0

0

0

Inter

11

0

0

0

0

Inter

17

0

0

0

0

Pro

4

20

0

0

0

Pro

0

8

0

0

0

Pro

1

4

1

1

0

Meta

0

1

12

0

0

Meta

0

1

9

0

0

Meta

0

0

3

0

0

Ana

0

0

0

17

0

Ana

0

1

0

5

2

Ana

1

1

0

4

0

Telo

0

0

0

1

11

Telo

0

0

0

1

6

Telo

0

1

0

2

0

  1. The number of samples used were 243, 128 and 106 samples for C. elegans, Drosophila, and synthetic data, respectively. The classification accuracies were 90%, 89% and 78%, respectively.