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Table 2 Number of clusters (the second row) predefined in the individual clustering methods (i.e., Gaussian mixture model, fuzzy C-means, hierarchical clustering, K-means and spectral clustering) and those automatically determined by the probabilistic ensemble clustering method for both S1 and T4-2 cells (the third row).

From: Phenotype clustering of breast epithelial cells in confocal images based on nuclear protein distribution analysis

Methods

Number of Clusters

Traditional methods

4

6

8

10

12

14

16

18

20

22

24

26

Probabilstic ensemble-clustering

19

18

18

16

19

20

19

20

22

22

23

25