Benjamin Aubert

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 9

Top Topics

Convolutional Neural Network

Automatic Assessment

Digitally Reconstructed Radiographs

Top Venues

IEEE Trans. Medical Imaging

Comput. methods Biomech. Biomed. Eng. Imaging Vis.

Medical Imaging: Computer-Aided Diagnosis

Publications

Benjamin Aubert, Thierry Cresson, Jacques A. de Guise, Carlos Vázquez
X-Ray to DRR Images Translation for Efficient Multiple Objects Similarity Measures in Deformable Model 3D/2D Registration. IEEE Trans. Medical Imaging 42 (4) (2023)
Manon Ansart, Thierry Cresson, Benjamin Aubert, Jacques A. de Guise, Carlos Vázquez
Statistical shape model of the spine fitting study: impact of clipping the latent representation. Medical Imaging: Image Processing (2022)
Claudio Vergari, Benjamin Aubert, Pauline Lallemant-Dudek, Thomas-Xavier Haen, Wafa Skalli
A novel method of anatomical landmark selection for rib cage 3D reconstruction from biplanar radiography. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 8 (1) (2020)
Benjamin Aubert, Carlos Vázquez, Thierry Cresson, Stefan Parent, Jacques A. de Guise
Toward Automated 3D Spine Reconstruction from Biplanar Radiographs Using CNN for Statistical Spine Model Fitting. IEEE Trans. Medical Imaging 38 (12) (2019)
Christine Bakhous, Benjamin Aubert, Carlos Vázquez, Thierry Cresson, Stefan Parent, Jacques A. de Guise
Automatic pedicles detection using convolutional neural network in a 3D spine reconstruction from biplanar radiographs. Medical Imaging: Computer-Aided Diagnosis (2018)
Benjamin Aubert, P. A. Vidal, Stefan Parent, Thierry Cresson, Carlos Vázquez, Jacques A. de Guise
Convolutional Neural Network and In-Painting Techniques for the Automatic Assessment of Scoliotic Spine Surgery from Biplanar Radiographs. MICCAI (2) (2017)
Robert Korez, Benjamin Aubert, Thierry Cresson, Stefan Parent, Tomaz Vrtovec, Jacques A. de Guise, Samuel Kadoury
Sparse and multi-object pose+shape modeling of the three-dimensional scoliotic spine. ISBI (2016)
Benjamin Aubert, Claudio Vergari, Brice Ilharreborde, Aurélien Courvoisier, Wafa Skalli
3D reconstruction of rib cage geometry from biplanar radiographs using a statistical parametric model approach. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 4 (5) (2016)
Benjamin Aubert, Carlos Vázquez, Thierry Cresson, Stefan Parent, Jacques A. de Guise
Automatic spine and pelvis detection in frontal X-rays using deep neural networks for patch displacement learning. ISBI (2016)
Sébastien Laporte, Wafa Skalli, Benjamin Aubert, S. Bertrand, David Mitton
3D reconstruction of the rib cage from biplanar X-rays. CARS (2004)