Publications by authors named "Inge Nicole Wijma"
Article Synopsis
- Context-aware decision support in operating rooms enhances surgical safety and efficiency by utilizing real-time feedback from workflow analysis, but current methods often miss detailed interactions needed for effective AI assistance.
- The paper introduces CholecTriplet2021, a challenge aimed at recognizing surgical action triplets (instrument, verb, target) in laparoscopic videos, using the CholecT50 dataset annotated with such triplet information.
- It presents the challenge's setup, results from various deep learning methods (with mean average precision ranging from 4.2% to 38.1%), and proposes future research directions to improve fine-grained surgical activity recognition in the field of AI-assisted surgery.
