François Guibault

System for 3D reconstruction in total knee arthroplasty from uncalibrated X-rays

Principal investigators: Lombaert, Herve HJ

Keywords: 3d reconstruction; image registration; image segmentation; machine learning in medical imaging; medical image analysis; shape analysis

Automatic assessment of the quality of breast positioning in screening mammography

Principal investigators: Séoud, Lama L

Keywords: breast; breast cancer screening; deep learning; image quality; machine learning; mammography; medical report

Generation of dental preparations and restorations using machine learning

Principal investigators: Guibault, François JAGF

Keywords: dental implant; dental reconstruction; geometric analysis; geometric reconstruction; graph-based deep learning; machine learning; semantic segmentation; shape completion; tooth preparation; tooth replacement

Quality control and fatigue resistance of laser powder bed-fused parts with surface and volume processing-induced flaws

Principal investigators: Brailovski, Vladimir V

Keywords: additive manufacturing; computed tomography; damage tolerant design; fatigue resistance; laser powder bed fusion; non destructive flaw detection; processing-induced flaws

Defect detection in advanced manufacturing using elastic registration of meshes in the X-ray projection domain

Principal investigators: Guibault, François F

Keywords: advanced manufacturing; artificial intelligence; computed tomography; computer-aided design; deviation detection; elastic registration; image analysis; machine learning; turbine blade; x-ray imaging

Non-Invasive Assessment of Scoliotic Trunk Mobility for an Effective Management of Patients

Principal investigators: Cheriet, Farida; Parent, Stefan

Keywords: 3d Shape Analysis; Analysis; Artificial Intelligence; Biomedical Engineering; Geometric Modeling; Machine Learning; Non-Invasive Imaging; Numerical Simulation; Scoliosis; Surface Topography

High-order Geometry, Mesh and Adaptivity for Fluid-Structure Interaction Simulations

Principal investigators: Guibault, Francois

Keywords: geometric modelling; mesh generation; mesh adaptation; discrete geometry; high-order approximation; fluid-structure interaction; computational fluid mechanics; computational solid mechanics; a posteriori error estimation; solution characteristics detection

Deep learning approach to generate patient-specific teeth

Principal investigators: Guibault, François

Utilisation des puits à colonne permanente en géothermie pour l'électrification efficace du secteur institutionnel et commercial

Principal investigators: Pasquier, Philippe PA

Keywords: économie d'énergie; géothermie; mécanique du bâtiment; pompe à chaleur géothermique; puits à colonne permanente; qualité des eaux souterraines; réduction de l'appel de puissance

Flaw detection and damage tolerant design of Ti64 components produced by laser powder bed fusion

Principal investigators: Brailovski, Vladimir