crossrefMachine Learning and Knowledge Extraction2024-02-12Cited by 7
Explicit Physics-Informed Deep Learning for Computer-Aided Diagnostic Tasks in Medical Imaging
Shira Nemirovsky-Rotman, Eyal Bercovich
DNN-based systems have demonstrated unprecedented performance in terms of accuracy and speed over the past decade. However, recent work has shown that such models may not be sufficiently robust during the inference process. Furthermore, due to the data-driven learning nature of D…