Towards multimodal graph neural networks for surgical instrument anticipation.

Wagner LarsDennis N SchneiderLeon MayerAlissa Jell Carolin MüllerAlexander LenzAlois KnollDirk Wilhelm

Published in: International journal of computer assisted radiology and surgery (2024)

This work shows how multimodal data can be combined with the topological properties of an operating room in a graph-based approach. Our multimodal graph architecture serves as a basis for context-sensitive decision support systems in laparoscopic surgery considering a comprehensive intraoperative operating scene.

Keyphrases

neural network
laparoscopic surgery
pain management
convolutional neural network
patients undergoing
machine learning
chronic pain
data analysis