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. 2022 Aug 24;150:106003. doi: 10.1016/j.compbiomed.2022.106003

Table 20.

The NCC results of 3D medical image segmentation using Otsu's method for all algorithms.

Image K Algorithms
SOA [41] HHOA [35] FPA [18] CS [19] HS [15] SCA [22] BA [23] COVID-HHOA
Medical1 6 0.9943 0.9947 0.9946 0.9947 0.9898 0.9964 0.9968 0.9950
8 0.9964 0.9968 0.9967 0.9968 0.9944 0.9955 0.9962 0.9970
10 0.9975 0.9978 0.9977 0.9977 0.9958 0.9967 0.9969 0.9982
12 0.9980 0.9981 0.9980 0.9982 0.9972 0.9972 0.9978 0.9986
14 0.9983 0.9986 0.9983 0.9981 0.9975 0.9977 0.9978 0.9990
Medical2 6 0.9955 0.9954 0.9955 0.9959 0.9933 0.9939 0.9952 0.9958
8 0.9971 0.9973 0.9970 0.9972 0.9953 0.9962 0.9969 0.9975
10 0.9978 0.9980 0.9979 0.9980 0.9966 0.9966 0.9972 0.9983
12 0.9981 0.9985 0.9982 0.9984 0.9973 0.9972 0.9980 0.9987
14 0.9983 0.9986 0.9985 0.9986 0.9980 0.9979 0.9981 0.9989
Medical3 6 0.9959 0.9965 0.9964 0.9965 0.9943 0.9955 0.9947 0.9968
8 0.9975 0.9980 0.9979 0.9980 0.9967 0.9972 0.9972 0.9984
10 0.9984 0.9986 0.9981 0.9986 0.9975 0.9978 0.9978 0.9990
12 0.9986 0.9990 0.9989 0.9990 0.9981 0.9981 0.9980 0.9992
14 0.9987 0.9992 0.9989 0.9991 0.9986 0.9987 0.9985 0.9994
Medical4 6 0.9971 0.9975 0.9974 0.9978 0.9970 0.9970 0.9975 0.9977
8 0.9983 0.9987 0.9984 0.9985 0.9974 0.9978 0.9984 0.9986
10 0.9988 0.9991 0.9990 0.9990 0.9980 0.9985 0.9991 0.9994
12 0.9990 0.9993 0.9992 0.9993 0.9986 0.9989 0.9993 0.9996
14 0.9992 0.9994 0.9993 0.9994 0.9988 0.9990 0.9994 0.9998
Medical5 6 0.9934 0.9941 0.9940 0.9940 0.9912 0.9931 0.9937 0.9944
8 0.9954 0.9961 0.9950 0.9960 0.9941 0.9944 0.9948 0.9964
10 0.9969 0.9972 0.9968 0.9973 0.9961 0.9959 0.9964 0.9978
12 0.9970 0.9974 0.9971 0.9975 0.9970 0.9967 0.9968 0.9980
14 0.9978 0.9982 0.9976 0.9981 0.9975 0.9968 0.9971 0.9984
Medical6 6 0.9926 0.9930 0.9930 0.9932 0.9899 0.9920 0.9924 0.9934
8 0.9955 0.9959 0.9954 0.9955 0.9938 0.9945 0.9950 0.9959
10 0.9963 0.9966 0.9961 0.9965 0.9943 0.9956 0.9960 0.9969
12 0.9968 0.9970 0.9968 0.9970 0.9955 0.9961 0.9967 0.9974
14 0.9970 0.9973 0.9972 0.9972 0.9961 0.9966 0.9972 0.9978
Average 0.9970 0.9973 0.9971 0.9973 0.9958 0.9964 0.9968 0.9977