15 citations · 29 across the 7 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
cs.CV2022★ 1 cited
Analysing the effectiveness of a generative model for semi-supervised medical image segmentation
Margherita Rosnati, Fabio De Sousa Ribeiro, Miguel Monteiro +2
Image segmentation is important in medical imaging, providing valuable, quantitative information for clinical decision-making in diagnosis, therapy, and intervention. The state-of-…
cs.AI2022★ 7 cited
Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed
Melanie Bernhardt, Fabio De Sousa Ribeiro, Ben Glocker
Failure detection in automated image classification is a critical safeguard for clinical deployment. Detected failure cases can be referred to human assessment, ensuring patient sa…