Techniques | Training set (18 WSIs) | Testing set (46 WSIs) | ||||||||
---|---|---|---|---|---|---|---|---|---|---|
 | \({{\mathcal {A}}_{\text {PRE}}}(\%)\) | \({{\mathcal {A}}_{\text {SEN}}}(\%)\) | \({{\mathcal {A}}_{\text {SPE}}}(\%)\) | \({{\mathcal {D}}_{\text {HD}}}\) | \({{\mathcal {D}}_{\text {MAD}}}\) | \({{\mathcal {A}}_{\text {PRE}}}(\%)\) | \({{\mathcal {A}}_{\text {SEN}}}(\%)\) | \({{\mathcal {A}}_{\text {SPE}}}(\%)\) | \({{\mathcal {D}}_{\text {HD}}}\) | \({{\mathcal {D}}_{\text {MAD}}}\) |
MCGT [3] | 29.12 | 76.59 | 90.14 | 147.99 | 26.31 | 27.61 | 77.41 | 86.26 | 152.63 | 27.41 |
CET [23] | 56.53 | 91.44 | 95.14 | 143.45 | 23.75 | 49.91 | 91.25 | 93.84 | 139.39 | 24.33 |
GTSA [22] | 75.01 | 98.13 | 97.53 | 140.25 | 12.43 | 77.82 | 98.42 | 97.15 | 117.37 | 13.82 |
Proposed | 98.69 | 90.39 | 99.98 | 130.16 | 7.71 | 96.53 | 92.78 | 99.84 | 86.83 | 6.99 |