Dice loss
PulseAugur coverage of Dice loss — every cluster mentioning Dice loss across labs, papers, and developer communities, ranked by signal.
-
Dice Loss Proposed for Data-Imbalanced NLP Tasks
A research paper proposes using Dice loss as an alternative to standard cross-entropy for natural language processing tasks that suffer from severe data imbalance. This approach, based on the Sorensen-Dice coefficient o…
-
New technique improves AI model calibration for medical imaging
Researchers have developed a new method called "gradient vector field surgery" to address calibration issues in segmentation models, particularly those used in medical imaging. These models, often trained with region-ba…
-
New Polynomial Dice Loss enhances medical image segmentation
Researchers have developed a new method called Polynomial Dice Loss, an extension of the existing Dice Loss, to improve medical image segmentation. This technique uses a polynomial representation of the Dice Loss to bet…
-
New AG-TAL loss improves Circle of Willis segmentation accuracy in medical imaging
Researchers have developed a new loss function called AG-TAL for multiclass segmentation of the Circle of Willis, a critical area for neurovascular disease management. This method addresses challenges like vascular disc…