Dice Loss
Dice Loss
\begin{equation}
DiceLoss\left( y, \overline{p} \right) = 1 - \dfrac{\left(  2y\overline{p} + 1 \right)} {\left( y+\overline{p } + 1 \right)}
\end{equation}
Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentations
https://paperswithcode.com/paper/generalised-dice-overlap-as-a-deep-learning
Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentations