. Author manuscript; available in PMC: 2023 Feb 28.

Published in final edited form as: Med Image Anal. 2022 Feb 14;78:102384. doi: 10.1016/j.media.2022.102384

Table 3.

Comparison of NaroNet with other WSDL methods. AUC scores obtained using three weakly-supervised methods over a 10 fold cross validation, for the endometrial carcinomas and breast cancer datasets. A small patch size corresponds to 15×15 and 18×18 pixels, and a large patch size is 90×90 and 100×100 pixels in the endometrial carcinomas and breast cancer datasets, respectively.

Methods	Patch size	Endometrial Cancer				Breast Cancer
Methods	Patch size	POLE	Hist.	MMR	CNV	RI-RIII	RI-RII	RII-RIII
NaroNet	Small	0.98	0.98	0.97	0.97	0.73	0.68	0.56

CLAM	Small	0.91	0.95	0.92	0.89	0.60	0.57	0.48
	Big	0.95	0.92	0.87	0.86	0.59	0.57	0.49

NIC	Small	0.98	0.98	0.97	0.94	0.57	0.55	0.47