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. Author manuscript; available in PMC: 2022 Jun 1.

Published in final edited form as: Comput Biol Med. 2021 Apr 11;133:104382. doi: 10.1016/j.compbiomed.2021.104382

TABLE II.

Elasticity Results

CNN
Result Code	Hyperparameters				Results
Result Code	Convolutional Layers	Dense Layers	Layer Size	Learning Rate	MAE, kPa	Slope	Intercept	R²
E11	3	4	32	0.0005	0.051	1.000	−0.001	1.000
E12	3	4	32	0.0005	2.834	0.666	4.951	0.836
E22	2	2	32	0.0001	0.079	1.001	−0.033	1.000
E21	2	2	32	0.0001	1.663	0.848	0.547	0.958
E1+2	4	4	32	0.0005	0.065	0.998	0.021	1.000
2D FT
E1					2.380	0.936	0.404	0.762
E2					2.211	0.901	1.252	0.775