Roger D Soberanis-Mukul

Latest

• An Uncertainty-Driven GCN Refinement Strategy for Organ Segmentation
• Uncertainty-based graph convolutional networks for organ segmentation refinement
• A learning without forgetting approach to incorporate artifact knowledge in polyp localization tasks
• An objective comparison of detection and segmentation algorithms for artefacts in clinical endoscopy
• Polyp-artifact relationship analysis using graph inductive learned representations
• Understanding the effects of artifacts on automated polyp detection and incorporating that knowledge via learning without forgetting
• Focal loss for artefact detection in medical endoscopy