Table 2.

Patch classification F-score results.

Model Name	LUAD	BRCA	SARC	OV	Other*	13 cancer types**	All
Baseline	0.78	0.77	–	–	–	0.85	–
VGG-16	0.85	0.88	0.92	0.84	0.85	0.86	0.86
ResNet-34	0.87	0.87	0.88	0.82	0.86	0.86	0.86
Incep-V4	0.89	0.89	0.96	0.93	0.87	0.88	0.89

Compare result for each of LUAD, BRCA, SARC, OV, *Other: patches from other cancer types in the set of 23 types used in training, **13 cancer types: subset of test patches belonging to the 13 cancer types the baseline model with human in the loop (Baseline) (33) was trained on, All: all test patches from all the 23 cancer types. Best F-score in each dataset is indicated in bold.