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. 2020 Jul 23;10:1134. doi: 10.3389/fonc.2020.01134

Table 2.

The definitions of evaluation metrics.

Metrics Mathematical definition Meaning Range
Dice similarity coefficient (DSC) DSC(A,B)=2|AB||A|+|B| Overlap between the two contours 0–1
Jaccard index (JI) JI(A,B)=|AB||AB| Similarity of the two contours 0–1
Average surface distance (ASD) ASD=dH,avg(A,B)+dH,avg(B,A)2
dH,avg(A,B)=1|A|a|A|minb|B|d(a,b )
Average surface distance between two contours (mm) ≥0
Hausdorff distance (HD) H(A, B) = max(h(A, B), h(B, A))
h(A,B)=maxaA(minbB||a-b|| )
Maximum surface distance between two contours (mm) ≥0