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. 2021 Jun 2;11:11579. doi: 10.1038/s41598-021-90444-8

Table 5.

List of features extracted for the purpose of predicting lymph node metastases type. Features were extracted after thresholding tumour probability heatmaps. For feature numbers 5, 6, 7, 8 and 9 the following statistics were computed- maximum, mean, variance, skewness, and kurtosis.

No. Feature description Threshold (p)
1 Largest tumour region’s major axis length p=0.9 & p=0.5
2 Largest tumour region’s area p=0.5
3 Ratio of tumour region to tissue region p=0.9
4 Count of non-zero pixels p=0.9
5 Tumour regions area p=0.9
6 Tumour regions perimeter p=0.9
7 Tumour regions eccentricity p=0.9
8 Tumour regions extent p=0.9
9 Tumour regions solidity p=0.9
10 Mean of all region’s mean confidence probability p=0.9
11 Number of connected regions p=0.9