. Author manuscript; available in PMC: 2020 Dec 3.

Published in final edited form as: Med Image Comput Comput Assist Interv. 2020 Sep 29;12265:3–13. doi: 10.1007/978-3-030-59722-1_1

Table 3:

Quantitative results for tumor grading on the breast cancer dataset [5].

Representation	Method	#Param.	Acc.	Spearman Coeff.
Single prediction	ResNet50 [4]	24M	59.9	23.6
Single prediction	ResNet3D-18 [20]	33M	68.2	12.9

Channel-wise prediction	BSN [10]	11M	58.5	41.4

Channel embedding	Ours	12M	65.4	61.1