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Table 3 Segmentation results for three data sets for human embryonic kidney cells (HEK 293T)

From: Maximizing Kolmogorov Complexity for accurate and robust bright field cell segmentation

Data set one Maximal-information SephaCe Correlation t- stat P(Tt)one-tail
Correct segmentation t p 9.12 5.76 0.3970 9.4557 0.0
Unexpected areas f p 0.68 0.80 0.2355 -0.5492 0.2939
Missing cells f n 1.60 4.72 -0.0909 -9.0929 0.0
Precision Pr 93.20% 89.36% 0.3295 1.4461 0.0805
Recall Re 85.37% 54.34% -0.2903 8.2830 0.0
Data set Two Maximal-information SephaCe Correlation t stat P ( T t )one-tail
Correct segmentation t p 13.35 12.60 0.4344 3.4701 0.0012
Unexpected areas f p 1.15 2.20 0.1633 -4.0977 0.0003
Missing cells f n 0.50 1.25 0.2939 -3.4701 0.0012
Precision Pr 92.30% 85.45% 0.1690 4.3714 0.0001
Recall Re 96.40 % 91.08% 0.2822 3.4407 0.0013
Data set three Maximal-information SephaCe Correlation t stat P ( T t )one-tail
Correct segmentation t p 15.56 11.86 0.4549 10.18 0.0
Unexpected areas f p 1.72 2.00 0.3642 -0.9434 0.1759
Missing cells f n 2.81 6.36 0.4926 -9.9501 0.0
Precision Pr 91.66% 86.23% 0.3887 2.6898 0.0
Recall Re 85.94% 65.21% 0.4256 10.12 0.0
  1. tp is the average count of correctly identified cells, fp is unexpected segmentations and fn is cells that were missed. Recall and precision are given as percentages.
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