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. Author manuscript; available in PMC: 2021 Feb 4.
Published in final edited form as: IEEE Trans Med Imaging. 2021 Feb 2;40(2):585–593. doi: 10.1109/TMI.2020.3031913

Fig. 1.

Fig. 1.

Definition of the generalized loss function and schematic of its relationships to conventional Dice, Effectiveness and Tversky loss functions. The definition of the generalized loss function involves three coefficients αP, αN, and β2. For specific values of these coefficients, the generalized loss function collapses to conventional loss functions.