Research Article

Adaptive Localization of Focus Point Regions via Random Patch Probabilistic Density from Whole-Slide, Ki-67-Stained Brain Tumor Tissue

Table 4

Comparison of the average false positive rate for the RPPD, -means, and fuzzy -means algorithms.

MethodAverage false positive rateAverage run time

-means (120 clusters)0.85%821.23 seconds
-means (150 clusters)1.09%1074.83 seconds
Fuzzy -means (120 clusters)0.84%1875.79 seconds
Fuzzy -means (150 clusters)1.10%2426.36 seconds
RPPD proposed method 0.84%239.65 seconds