Ontology highlight
ABSTRACT:
SUBMITTER: Seo H
PROVIDER: S-EPMC7858236 | biostudies-literature | 2021 Feb
REPOSITORIES: biostudies-literature
IEEE transactions on medical imaging 20210202 2
Deep learning is becoming an indispensable tool for various tasks in science and engineering. A critical step in constructing a reliable deep learning model is the selection of a loss function, which measures the discrepancy between the network prediction and the ground truth. While a variety of loss functions have been proposed in the literature, a truly optimal loss function that maximally utilizes the capacity of neural networks for deep learning-based decision-making has yet to be establishe ...[more]