3 papers
eess.IV2026
Diffusion-Based Quality Control of Medical Image Segmentations across Organs
Vincenzo Marcianò, Hava Chaptoukaev, Virginia Fernandez +4
Medical image segmentation using deep learning (DL) has enabled the development of automated analysis pipelines for large-scale population studies. However, state-of-the-art DL met…
q-bio.NC2025
Controllable Surface Diffusion Generative Model for Neurodevelopmental Trajectories
Zhenshan Xie, Levente Baljer, M. Jorge Cardoso +1
Preterm birth disrupts the typical trajectory of cortical neurodevelopment, increasing the risk of cognitive and behavioral difficulties. However, outcomes vary widely, posing a si…
cs.CV2025
MAIS: Memory-Attention for Interactive Segmentation
Mauricio Orbes-Arteaga, Oeslle Lucena, Sabastien Ourselin +1
Interactive medical segmentation reduces annotation effort by refining predictions through user feedback. Vision Transformer (ViT)-based models, such as the Segment Anything Model…