Bayesian QuickNAT: Model Uncertainty in Deep Whole-Brain Segmentation
for Structure-wise Quality ControlNeuroImage (NeuroImage), 2018 |
Active Learning using Deep Bayesian Networks for Surgical Workflow
AnalysisInternational Journal of Computer Assisted Radiology and Surgery (IJCARS), 2018 S. Bodenstedt Dominik Rivoir L. Mündermann M. Wagner Michael Breucha Beat Müller-Stich S. T. Mees Jürgen Weitz Stefanie Speidel |
Learning for Single-Shot Confidence Calibration in Deep Neural Networks
through Stochastic InferencesComputer Vision and Pattern Recognition (CVPR), 2018 |
Deep Confidence: A Computationally Efficient Framework for Calculating
Reliable Errors for Deep Neural NetworksJournal of Chemical Information and Modeling (JCIM), 2018 |