David Bouget

Automatic data-driven real-time segmentation and recognition of surgical workflow

Olga Dergachyova, David Bouget, Arnaud Huaulmé et al. · International Journal of Computer Assisted Radiology and Surgery · 2016 · 135 citations · Full text

Machine Vision, Image Analysis, Data Science +10

Detecting Surgical Tools by Modelling Local Appearance and Global Shape

David Bouget, Rodrigo Benenson, Mohamed Omran et al. · IEEE Transactions on Medical Imaging · 2015 · 133 citations

A Framework for the Recognition of High-Level Surgical Tasks From Video Images for Cataract Surgeries

Florent Lalys, Laurent Riffaud, David Bouget et al. · IEEE Transactions on Biomedical Engineering · 2011 · 126 citations · Full text

Engineering, Video Processing, Surgery +19

Unsupervised Trajectory Segmentation for Surgical Gesture Recognition in Robotic Training

Fabien Despinoy, David Bouget, Germain Forestier et al. · IEEE Transactions on Biomedical Engineering · 2015 · 112 citations · Full text

Engineering, Machine Learning, Human Pose Estimation +24

Semantic segmentation and detection of mediastinal lymph nodes and anatomical structures in CT data for lung cancer staging

David Bouget, Arve Jørgensen, Gabriel Kiss et al. · International Journal of Computer Assisted Radiology and Surgery · 2019 · 76 citations

Image Analysis, Engineering, Medical Imaging +14