2024
EndoViT: pretraining vision transformers on a large collection of endoscopic images.
Int. J. Comput. Assist. Radiol. Surg., June, 2024

SANGRIA: Surgical Video Scene Graph Optimization for Surgical Workflow Prediction.
Proceedings of the Graphs in Biomedical Image Analysis - 6th International Workshop, 2024

2023
CholecTriplet2022: Show me a tool and tell me the triplet - An endoscopic vision challenge for surgical action triplet detection.
Medical Image Anal., October, 2023

Whether and When does Endoscopy Domain Pretraining Make Sense?
CoRR, 2023

Location-Free Scene Graph Generation.
CoRR, 2023

LABRAD-OR: Lightweight Memory Scene Graphs for Accurate Bimodal Reasoning in Dynamic Operating Rooms.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Dynamic Scene Graph Representation for Surgical Video.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
Robust Tumor Segmentation with Hyperspectral Imaging and Graph Neural Networks.
Proceedings of the Pattern Recognition, 2022