[HTML][HTML] A new family of instance-level loss functions for improving instance-level segmentation and detection of white matter hyperintensities in routine clinical brain …
MF Rachmadi, M Byra, H Skibbe - Computers in Biology and Medicine, 2024 - Elsevier
In this study, we introduce “instance loss functions”, a new family of loss functions designed
to enhance the training of neural networks in the instance-level segmentation and detection …
to enhance the training of neural networks in the instance-level segmentation and detection …
Improving segmentation of objects with varying sizes in biomedical images using instance-wise and center-of-instance segmentation loss function
In this paper, we propose a novel two-component loss for biomedical image segmentation
tasks called the Instance-wise and Center-of-Instance (ICI) loss, a loss function that …
tasks called the Instance-wise and Center-of-Instance (ICI) loss, a loss function that …