Ludovic Humbert

19 papers B 1Journal 10Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Learning high-resolution 3D spine mesh reconstruction from clinical anisotropic MRI through differentiable rendering.
Expert Syst. Appl.
Sai Natarajan, Ludovic Humbert, Miguel Ángel González Ballester
2025 J jnl
MRI2MESH: High-Resolution Intervertebral Disc Mesh Generation From Anisotropic MRI Through Attention-Guided Cross-Level Graph Feature Fusion.
IEEE Access
Sai Natarajan, Aleksei Tiulpin, Jaro Karppinen, Ludovic Humbert, Miguel Ángel González Ballester
2024 J jnl
Domain adaptation using AdaBN and AdaIN for high-resolution IVD mesh reconstruction from clinical MRI.
Int. J. Comput. Assist. Radiol. Surg.
Sai Natarajan, Ludovic Humbert, Miguel Ángel González Ballester
2024 — conf
Pixel2Mechanics: Automated Biomechanical Simulations of High-Resolution Intervertebral Discs from Anisotropic MRIs.
MICCAI (7)
Sai Natarajan, Estefano Muñoz-Moya, Carlos Ruiz Wills, Gemma Piella, Jérôme Noailly, Ludovic Humbert, Miguel Ángel González Ballester
2023 — conf
MRI2Mesh: Intervertebral Disc Mesh Generation from Low Resolution MRI Using Graph Neural Networks with Cross Level Feature Fusion.
ISBI
Sai Natarajan, Aleksei Tiulpin, Ludovic Humbert, Miguel Ángel González Ballester
2019 J jnl
Computational anatomy for multi-organ analysis in medical imaging: A review.
Medical Image Anal.
Juan J. Cerrolaza, Mirella López Picazo, Ludovic Humbert, Yoshinobu Sato, Daniel Rueckert, Miguel Ángel González Ballester, Marius George Linguraru
2018 J jnl
3-D Subject-Specific Shape and Density Estimation of the Lumbar Spine From a Single Anteroposterior DXA Image Including Assessment of Cortical and Trabecular Bone.
IEEE Trans. Medical Imaging
Mirella López Picazo, Alba Magallón Baro, Luis Miguel del Río Barquero, Silvana Di Gregorio, Yves Martelli, Jordi Romera, Martin Steghöfer, Miguel Ángel González Ballester, Ludovic Humbert
2018 J jnl
Computational Anatomy for Multi-Organ Analysis in Medical Imaging: A Review.
CoRR
Juan J. Cerrolaza, Mirella López Picazo, Ludovic Humbert, Yoshinobu Sato, Daniel Rueckert, Miguel Ángel González Ballester, Marius George Linguraru
2017 J jnl
3D-DXA: Assessing the Femoral Shape, the Trabecular Macrostructure and the Cortex in 3D from DXA images.
IEEE Trans. Medical Imaging
Ludovic Humbert, Yves Martelli, Roger Fonolla, Martin Steghöfer, Silvana Di Gregorio, Jorge Malouf Sierra, Jordi Romera, Luis Miguel del Río Barquero
2013 J jnl
3D reconstruction of the lumbar vertebrae from anteroposterior and lateral dual-energy X-ray absorptiometry.
Medical Image Anal.
Tristan Whitmarsh, Ludovic Humbert, Luis Miguel del Río Barquero, Silvana Di Gregorio, Alejandro F. Frangi
2012 — conf
3D reconstruction of intervertebral discs from T1-weighted magnetic resonance images.
ISBI
Isaac Castro-Mateos, Ludovic Humbert, Tristan Whitmarsh, Áron Lazary, Luis Miguel del Río Barquero, Alejandro F. Frangi
2012 — conf
Age-Related Changes in Vertebral Morphometry by Statistical Shape Analysis.
MeshMed
Tristan Whitmarsh, Luis Miguel del Río Barquero, Silvana Di Gregorio, Jorge Malouf Sierra, Ludovic Humbert, Alejandro F. Frangi
2012 — conf
Femoral strength prediction using a 3D reconstruction method from Dual-energy X-ray Absorptiometry.
ISBI
Ludovic Humbert, Tristan Whitmarsh, Karl D. Fritscher, Luis Miguel del Río Barquero, Felix Eckstein, Thomas M. Link, Rainer Schubert, Alejandro F. Frangi
2011 — conf
A Statistical Model of Shape and Bone Mineral Density Distribution of the Proximal Femur for Fracture Risk Assessment.
MICCAI (2)
Tristan Whitmarsh, Karl D. Fritscher, Ludovic Humbert, Luis Miguel del Río Barquero, Tobias Roth, Christian Kammerlander, Michael Blauth, Rainer Schubert, Alejandro F. Frangi
2011 — conf
Hip fracture discrimination using 3D reconstructions from Dual-energy X-ray Absorptiometry.
ISBI
Tristan Whitmarsh, Karl D. Fritscher, Ludovic Humbert, Luis Miguel del Río Barquero, Rainer Schubert, Alejandro F. Frangi
2011 J jnl
Reconstructing the 3D Shape and Bone Mineral Density Distribution of the Proximal Femur From Dual-Energy X-Ray Absorptiometry.
IEEE Trans. Medical Imaging
Tristan Whitmarsh, Ludovic Humbert, Mathieu De Craene, Luis Miguel del Río Barquero, Alejandro F. Frangi
2010 B conf
3D bone mineral density distribution and shape reconstruction of the proximal femur from a single simulated DXA image: an in vitro study.
Image Processing
Tristan Whitmarsh, Ludovic Humbert, Mathieu De Craene, Luis Miguel del Río Barquero, Karl D. Fritscher, Rainer Schubert, Felix Eckstein, Thomas M. Link, Alejandro F. Frangi
2010 — conf
3D reconstruction of both shape and bone mineral density distribution of the femur from DXA images.
ISBI
Ludovic Humbert, Tristan Whitmarsh, Mathieu De Craene, Luis Miguel del Río Barquero, Karl D. Fritscher, Rainer Schubert, Felix Eckstein, Thomas M. Link, Alejandro F. Frangi
2008 J jnl
A computer-based classifier of three-dimensional spinal scoliosis severity.
Int. J. Comput. Assist. Radiol. Surg.
Neila Mezghani, Ramnada Chav, Ludovic Humbert, Stefan Parent, Wafa Skalli, Jacques A. de Guise