research
∙
07/18/2023
Surgical Action Triplet Detection by Mixed Supervised Learning of Instrument-Tissue Interactions
Surgical action triplets describe instrument-tissue interactions as (ins...
share
research
∙
02/13/2023
CholecTriplet2022: Show me a tool and tell me the triplet – an endoscopic vision challenge for surgical action triplet detection
Formalizing surgical activities as triplets of the used instruments, act...
research
∙
11/30/2022
Rendezvous in Time: An Attention-based Temporal Fusion approach for Surgical Triplet Recognition
One of the recent advances in surgical AI is the recognition of surgical...
research
∙
04/11/2022
Data Splits and Metrics for Method Benchmarking on Surgical Action Triplet Datasets
In addition to generating data and annotations, devising sensible data s...
research
∙
04/10/2022
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
Context-aware decision support in the operating room can foster surgical...
research
∙
09/30/2021
Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark
PURPOSE: Surgical workflow and skill analysis are key technologies for t...
research
∙
09/07/2021
Rendezvous: Attention Mechanisms for the Recognition of Surgical Action Triplets in Endoscopic Videos
Out of all existing frameworks for surgical workflow analysis in endosco...
research
∙
07/10/2020
Recognition of Instrument-Tissue Interactions in Endoscopic Videos via Action Triplets
Recognition of surgical activity is an essential component to develop co...
research
∙
12/04/2018