. Author manuscript; available in PMC: 2023 Nov 29.

Published in final edited form as: Proc IEEE Int Symp Biomed Imaging. 2023 Sep 1;2023:10.1109/isbi53787.2023.10230746. doi: 10.1109/isbi53787.2023.10230746

Table 2.

Comparison of the 5-fold cross-validation accuracy on different proportion of ACDC2017 database

Methods	Parameters	ACDC	75%ACDC	50%ACDC
ResNet 3D CNN	~5.6M	0.88	0.83	0.68
3D Self Attention	~8.5 M	0.85	0.78	0.72
SSL w/o CE-FS	~0.04 M	0.92	0.90	0.84
SSL w/o IC	~0.04 M	0.91	0.87	0.84
SSL	~0.04 M	0.95	0.91	0.86