The Dice loss function is widely used to train deep learning algorithms in medical segmentation tasks. However, in multi-class segmentation tasks, the Dice loss function can result in imbalanced ...

On the other hand, applying SoftNN with FLR successfully recovers the key for the ASCADr dataset with the least traces. The insights presented in this study can act as a baseline for more advanced ...

Using the deep-learning method, the researchers were able to quantify and compare the loss of photoreceptors and various layers of the retina according to the patient’s phenotype and ABCA4 variant.

Deep learning-powered 'DeepEC' helps accurately understand enzyme functions. ScienceDaily . Retrieved June 2, 2025 from www.sciencedaily.com / releases / 2019 / 07 / 190709110217.htm ...