Beerend Gerats

Beerend is a PhD candidate in computer science at the University of Twente. His research is carried out at the Meander Medical Center in Amersfoort (The Netherlands) and is directed towards computer vision and AI in surgical videos.

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Research

Image and video processing, (geometric) deep learning, machine learning, computer-assisted surgery

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Neural Fields for 3D Tracking of Anatomy and Surgical Instruments in Monocular Laparoscopic Video Clips


Beerend Gerats, Jelmer Wolterink, Seb Mol, Ivo Broeders
arXiv, 2024
arxiv /

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Dynamic Depth-Supervised NeRF for Multi-view RGB-D Operating Room Videos


Beerend Gerats, Jelmer Wolterink, Ivo Broeders
AmI4HC Workshop at MICCAI (2023), 2023
arxiv / paper /

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Towards an AI-based Assessment Model of Surgical Difficulty During Early Phase Laparoscopic Cholecystectomy


Julian Abbing, Frank Voskens, Beerend Gerats, Ruby Egging, Fausto Milletari, Ivo Broeders
AE-CAI | CARE | OR2.0 Workshop at MICCAI (2022), 2023
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3D Human Pose Estimation in Multi-view Operating Room Videos Using Differentiable Camera Projections


Beerend Gerats, Jelmer Wolterink, Ivo Broeders
AE-CAI | CARE | OR2.0 Workshop at MICCAI (2022), 2023
arxiv / paper /

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Individual Action and Group Activity Recognition in Soccer Videos from a Static Panoramic Camera


Beerend Gerats, Henri Bouma, Wouter Uijens, Gwenn Englebienne, Luuk Spreeuwers
International Conference on Pattern Recognition Applications and Methods, 2021
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