Concept graph neural networks for surgical video understanding

Y Ban, JA Eckhoff, TM Ward… - … on Medical Imaging, 2023 - ieeexplore.ieee.org
Analysis of relations between objects and comprehension of abstract concepts in the
surgical video is important in AI-augmented surgery. However, building models that …

Automated identification of critical structures in laparoscopic cholecystectomy

D Owen, M Grammatikopoulou, I Luengo… - International Journal of …, 2022 - Springer
Purpose Bile duct injury is a significant problem in laparoscopic cholecystectomy and can
have grave consequences for patient outcomes. Automatic identification of the critical …

Hypergraph-Transformer (HGT) for Interactive Event Prediction in Laparoscopic and Robotic Surgery

L Yin, Y Ban, J Eckhoff, O Meireles, D Rus… - arXiv preprint arXiv …, 2024 - arxiv.org
Understanding and anticipating intraoperative events and actions is critical for intraoperative
assistance and decision-making during minimally invasive surgery. Automated prediction of …

[HTML][HTML] Real-time artificial intelligence validation of critical view of safety in laparoscopic cholecystectomy

G Leifman, T Golany, E Rivlin, W Khoury… - Intelligence-Based …, 2024 - Elsevier
Abstract Background Critical View of Safety (CVS) is the accepted strategy to avoid bile duct
injury during Laparoscopic Cholecystectomy (LC). In this study, we sought to investigate the …

Detection of critical structures in laparoscopic cholecystectomy using label relaxation and self-supervision

D Owen, M Grammatikopoulou, I Luengo… - … Image Computing and …, 2021 - Springer
Laparoscopic cholecystectomy can be subject to complications such as bile duct injury,
which can seriously harm the patient or even result in death. Computer-assisted …

Anwendung von künstlicher Intelligenz in der onkologischen Chirurgie des oberen Gastrointestinaltrakts

JA Eckhoff, HF Fuchs, OR Meireles - Wiener klinisches Magazin, 2023 - Springer
Zusammenfassung Hintergrund Mit zunehmendem technologischem Fortschritt im
Operationssaal hat auch die Anwendung von künstlicher Intelligenz (KI) auf die minimal …