no code implementations • 8 Jun 2018 • Alain Jungo, Raphael Meier, Ekin Ermis, Evelyn Herrmann, Mauricio Reyes
Uncertainty estimates of modern neuronal networks provide additional information next to the computed predictions and are thus expected to improve the understanding of the underlying model.
no code implementations • 7 Jun 2018 • Alain Jungo, Raphael Meier, Ekin Ermis, Marcela Blatti-Moreno, Evelyn Herrmann, Roland Wiest, Mauricio Reyes
Uncertainty estimation methods are expected to improve the understanding and quality of computer-assisted methods used in medical applications (e. g., neurosurgical interventions, radiotherapy planning), where automated medical image segmentation is crucial.