University of Wisconsin–Madison

Month: June 2025

New paper on efficient ensembling methods for improved image segmentation and synthesis

Scalable Ensembles Put a Confidence Meter on Medical-Image AI MITRP PhD student Weijie Chen and MITRP PI Alan McMillan recently published manuscript Segmentation And Synthesis With Interpretable Scalable Ensembles – Uncertainty Estimation (SASWISE-UE) in Computers in Biology and Medicine on June 2nd, 2025. The problem: great models, opaque confidence Deep-learning tools for image segmentation and synthesis are edging …