Search Results for author:
Found 5 papers, 4 papers with code
Conformal Performance Range Prediction for Segmentation Output Quality Control
Our results show that it is possible to achieve the desired coverage with small prediction ranges, highlighting the potential of performance range prediction as a valuable tool for output quality control.
PULPo: Probabilistic Unsupervised Laplacian Pyramid Registration
Deformable image registration is fundamental to many medical imaging applications.
Subgroup-Specific Risk-Controlled Dose Estimation in Radiotherapy
We evaluate our algorithm on real clinical planing volumes from five different anatomical regions and show that our novel subgroup RCPS (SG-RCPS) algorithm leads to prediction intervals that jointly control the risk for multiple subgroups.
Uncertainty Estimation and Propagation in Accelerated MRI Reconstruction
We demonstrate that our proposed method produces high-quality reconstructions as well as uncertainty quantification that is substantially better calibrated than several strong baselines.
First Steps Towards a Runtime Analysis of Neuroevolution
We consider a simple setting in neuroevolution where an evolutionary algorithm optimizes the weights and activation functions of a simple artificial neural network.
