. Author manuscript; available in PMC: 2024 Dec 1.

Published in final edited form as: Med Image Anal. 2023 Oct 6;90:102993. doi: 10.1016/j.media.2023.102993

Table 3.

Ablation study on GlobalWeight Constraint (GWC) loss. Quantitative comparisons of FedFTN with and without GWC loss during training are shown here.

Institution #1	5%	10%	20%

FedFTN w/o GWC	27.11/.0262/.978	28.82/.0178/.982	30.71/.0117/.990
FedFTN w GWC	27.24/.0254/.979	28.96/.0172/.983	30.82/.0113/.990

Institution #2	2%	5%	10%

FedFTN w/o GWC	25.91/.0194/.979	27.59/.0137/.988	28.82/.0103/.989
FedFTN w GWC	26.12/.0185/.980	27.80/.0130/.989	29.03/.0098/.991

Institution #3	2%	5%	10%

FedFTN w/o GWC	26.83/.0323/.980	28.87/.0223/.988	30.14/.0179/.991
FedFTN w GWC	26.83/.0319/.980	28.91/.0219/.990	30.23/.0176/.992