78 citations · 107 across the 5 of their papers we have counts for
5 papers
Neural Fields for 3D Tracking of Anatomy and Surgical Instruments in Monocular Laparoscopic Video Clips
Beerend G. A. Gerats, Jelmer M. Wolterink, Seb P. Mol +1
Laparoscopic video tracking primarily focuses on two target types: surgical instruments and anatomy. The former could be used for skill assessment, while the latter is necessary fo…
Biomedical image analysis competitions: The state of current participation practice
Matthias Eisenmann, Annika Reinke, Vivienn Weru +352
The number of international benchmarking competitions is steadily increasing in various fields of machine learning (ML) research and practice. So far, however, little is known abou…
Dynamic Depth-Supervised NeRF for Multi-View RGB-D Operating Room Images
Beerend G. A. Gerats, Jelmer M. Wolterink, Ivo A. M. J. Broeders
The operating room (OR) is an environment of interest for the development of sensing systems, enabling the detection of people, objects, and their semantic relations. Due to freque…
3D Human Pose Estimation in Multi-View Operating Room Videos Using Differentiable Camera Projections
Beerend G. A. Gerats, Jelmer M. Wolterink, Ivo A. M. J. Broeders
3D human pose estimation in multi-view operating room (OR) videos is a relevant asset for person tracking and action recognition. However, the surgical environment makes it challen…
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
Chinedu Innocent Nwoye, Deepak Alapatt, Tong Yu +59
Context-aware decision support in the operating room can foster surgical safety and efficiency by leveraging real-time feedback from surgical workflow analysis. Most existing works…