MICCAI 2024 Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging (UNSURE)

The MICCAI 2024 Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging (UNSURE) aims to develop awareness and encourage research on uncertainty modelling to ensure safety for medical imaging applications. The workshop invites submissions on various topics, including detection and quantification of algorithmic failures, robustness and adaptation to domain shifts, and evaluation of uncertainty estimates. The use or development of any relevant ML methods are welcomed, including probabilistic deep learning, Bayesian nonparametric statistics, graphical models, and Gaussian processes. The deadline for submission is June 24, 2024. For more information, visit https://unsuremiccai.github.io/.