Olivier Salvado

Orcid: 0000-0002-2720-8739

According to our database1, Olivier Salvado authored at least 122 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Divide and Conquer: Rethinking the Training Paradigm of Neural Radiance Fields.
CoRR, 2024

2023
Syn3DWound: A Synthetic Dataset for 3D Wound Bed Analysis.
CoRR, 2023

QB4AIRA: A Question Bank for AI Risk Assessment.
CoRR, 2023

DBCE : A Saliency Method for Medical Deep Learning Through Anatomically-Consistent Free-Form Deformations.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Generalization Properties of Geometric 3D Deep Learning Models for Medical Segmentation.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

PADDLES: Phase-Amplitude Spectrum Disentangled Early Stopping for Learning with Noisy Labels.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Bias Identification with RankPix Saliency.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
CorticalFlow: A Diffeomorphic Mesh Deformation Module for Cortical Surface Reconstruction.
CoRR, 2022

Learning Dense Correspondence from Synthetic Environments.
CoRR, 2022

CorticalFlow<sup>++</sup>: Boosting Cortical Surface Reconstruction Accuracy, Regularity, and Interoperability.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021
Synthetic microbleeds generation for classifier training without ground truth.
Comput. Methods Programs Biomed., 2021

DeepCSR: A 3D Deep Learning Approach for Cortical Surface Reconstruction.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

CorticalFlow: A Diffeomorphic Mesh Transformer Network for Cortical Surface Reconstruction.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

A Multiple Decoder Cnn For Inverse Consistent 3d Image Registration.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Smocam: Smooth Conditional Attention Mask For 3d-Regression Models.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Going Deeper With Brain Morphometry Using Neural Networks.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

A Comparison of Saliency Methods for Deep Learning Explainability.
Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021

MongeNet: Efficient Sampler for Geometric Deep Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
OfGAN: Realistic Rendition of Synthetic Colonoscopy Videos.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

3D Brain MRI GAN-Based Synthesis Conditioned on Partial Volume Maps.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2020

2019
Non-linear realignment improves hippocampus subfield segmentation reliability.
NeuroImage, 2019

High Contrast T1-Weigthed Mri with Fluid and White Matter Suppression Using Mp2Rage.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

2018
Implementing the centiloid transformation for <sup>11</sup>C-PiB and β-amyloid <sup>18</sup>F-PET tracers using CapAIBL.
NeuroImage, 2018

A lightweight rapid application development framework for biomedical image analysis.
Comput. Methods Programs Biomed., 2018

MRI white matter lesion segmentation using an ensemble of neural networks and overcomplete patch-based voting.
Comput. Medical Imaging Graph., 2018

Data Augmentation Using Synthetic Lesions Improves Machine Learning Detection of Microbleeds from MRI.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2018

A Framework to Objectively Identify Reference Regions for Normalizing Quantitative Imaging.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Unsupervised Learning of Endoscopy Video Frames' Correspondences from Global and Local Transformation.
Proceedings of the OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, - and - Skin Image Analysis, 2018

2017
Federated optimisation of kinetic analysis problems.
Medical Image Anal., 2017

Learning Camera Pose from Optical Colonoscopy Frames Through Deep Convolutional Neural Network (CNN).
Proceedings of the Computer Assisted and Robotic Endoscopy and Clinical Image-Based Procedures, 2017

Automated cartilage segmentation from 3D MR images of hip joint using an ensemble of neural networks.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

A normalisation framework for quantitative brain imaging; application to quantitative susceptibility mapping.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

PET-only 18F-AV1451 tau quantification.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

2016
Statistical machine learning to identify traumatic brain injury (TBI) from structural disconnections of white matter networks.
NeuroImage, 2016

Automated visibility map of the internal colon surface from colonoscopy video.
Int. J. Comput. Assist. Radiol. Surg., 2016

HIST: HyperIntensity Segmentation Tool.
Proceedings of the Patch-Based Techniques in Medical Imaging, 2016

CapAIBL: Automated Reporting of Cortical PET Quantification Without Need of MRI on Brain Surface Using a Patch-Based Method.
Proceedings of the Patch-Based Techniques in Medical Imaging, 2016

Anatomical hubs from spectral clustering of structural connectomes.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2015
Reproducibility of multiphase pseudo-continuous arterial spin labeling and the effect of post-processing analysis methods.
NeuroImage, 2015

Assessing atrophy measurement techniques in dementia: Results from the MIRIAD atrophy challenge.
NeuroImage, 2015

Computer-aided detection of cerebral microbleeds in susceptibility-weighted imaging.
Comput. Medical Imaging Graph., 2015

Heritability analysis of surface-based cortical thickness estimation on a large twin cohort.
Proceedings of the Medical Imaging 2015: Image Processing, 2015

Computational analysis of PET by AIBL (CapAIBL): a cloud-based processing pipeline for the quantification of PET images.
Proceedings of the Medical Imaging 2015: Image Processing, 2015

Visibility Map: A New Method in Evaluation Quality of Optical Colonoscopy.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Uninformative Frame Detection in Colonoscopy Through Motion, Edge and Color Features.
Proceedings of the Computer-Assisted and Robotic Endoscopy - Second International Workshop, 2015

2014
Amorphous Regions-of-Interest Projection Method for Simplified Longitudinal Comparison of Dynamic Regions in Cancer Imaging.
IEEE Trans. Biomed. Eng., 2014

Investigating brain connectivity heritability in a twin study using diffusion imaging data.
NeuroImage, 2014

Lesion segmentation from multimodal MRI using random forest following ischemic stroke.
NeuroImage, 2014

Distance informed Track-Weighted Imaging (diTWI): A framework for sensitising streamline information to neuropathology.
NeuroImage, 2014

New Partial Volume Estimation Methods for MRI MP2RAGE.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Efficient machine learning framework for computer-aided detection of cerebral microbleeds using the Radon transform.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2013
Research and applications: MilxXplore: a web-based system to explore large imaging datasets.
J. Am. Medical Informatics Assoc., 2013

Classification Forests and Markov Random Field to Segment Chronic Ischemic Infarcts from Multimodal MRI.
Proceedings of the Multimodal Brain Image Analysis - Third International Workshop, 2013

Automatic detection of small spherical lesions using multiscale approach in 3D medical images.
Proceedings of the IEEE International Conference on Image Processing, 2013

2012
Abdominal Palpation Haptic Device for Colonoscopy Simulation Using Pneumatic Control.
IEEE Trans. Haptics, 2012

Patient Specific Prostate Segmentation in 3-D Magnetic Resonance Images.
IEEE Trans. Medical Imaging, 2012

Detecting global and local hippocampal shape changes in Alzheimer's disease using statistical shape models.
NeuroImage, 2012

Apparent Fibre Density: A novel measure for the analysis of diffusion-weighted magnetic resonance images.
NeuroImage, 2012

Constrained reverse diffusion for thick slice interpolation of 3D volumetric MRI images.
Comput. Medical Imaging Graph., 2012

Consistent estimation of shape parameters in statistical shape model by symmetric EM algorithm.
Proceedings of the Medical Imaging 2012: Image Processing, 2012

A surface based approach for cortical thickness comparison between PiB+ and PiB- healthy control subjects.
Proceedings of the Medical Imaging 2012: Image Processing, 2012

MR-Less Surface-Based Amyloid Estimation by Subject-Specific Atlas Selection and Bayesian Fusion.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Bi-exponential Magnetic Resonance Signal Model for Partial Volume Computation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Unilateral hip joint segmentation with shape priors learned from missing data.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Morphology-Based Interslice Interpolation on Manual Segmentations of Joint Bones and Muscles in MRI.
Proceedings of the 2012 International Conference on Digital Image Computing Techniques and Applications, 2012

2011
Hashed Nonlocal Means for Rapid Image Filtering.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Symmetric diffeomorphic registration of fibre orientation distributions.
NeuroImage, 2011

An accurate 3D shape context based non-rigid registration method for mouse whole-body skeleton registration.
Proceedings of the Medical Imaging 2011: Image Processing, 2011

Atlas selection strategy in multi-atlas segmentation propagation with locally weighted voting using diversity-based MMR re-ranking.
Proceedings of the Medical Imaging 2011: Image Processing, 2011

Detecting hippocampal shape changes in Alzheimer's disease using statistical shape models.
Proceedings of the Medical Imaging 2011: Image Processing, 2011

Fast Automatic Multi-atlas Segmentation of the Prostate from 3D MR Images.
Proceedings of the Prostate Cancer Imaging. Image Analysis and Image-Guided Interventions, 2011

Atlas selection strategy using least angle regression in multi-atlas segmentation propagation.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Local intensity model: An outlier detection framework with applications to white matter hyperintensity segmentation.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

A Comparison Study of Ellipsoid Fitting for Pose Normalization of Hippocampal Shapes.
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011

Automated MR Hip Bone Segmentation.
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011

Automated 3D Segmentation and Analysis of Cotton Plants.
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011

Automated 3D Segmentation of Vertebral Bodies and Intervertebral Discs from MRI.
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011

Automatic Brain Tumour Segmentation in 18F-FDOPA PET Using PET/MRI Fusion.
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011

Surface-Base Approach Using a Multi-scale EM-ICP Registration for Statistical Population Analysis.
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011

Automatic Segmentation of the Prostate in 3D Magnetic Resonance Images Using Case Specific Deformable Models.
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011

2010
Developing a Next Generation Colonoscopy Simulator.
Int. J. Image Graph., 2010

An improved 3D shape context based non-rigid registration method and its application to small animal skeletons registration.
Comput. Medical Imaging Graph., 2010

An improved 3D shape context registration method for non-rigid surface registration.
Proceedings of the Medical Imaging 2010: Image Processing, 2010

A combined voxel and surface based method for topology correction of brain surfaces.
Proceedings of the Medical Imaging 2010: Image Processing, 2010

Compact rotation invariant descriptor for non-local means.
Proceedings of the Medical Imaging 2010: Image Processing, 2010

Increasing Power to Predict Mild Cognitive Impairment Conversion to Alzheimer's Disease Using Hippocampal Atrophy Rate and Statistical Shape Models.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Automatic MRI Atlas-Based External Beam Radiation Therapy Treatment Planning for Prostate Cancer.
Proceedings of the Prostate Cancer Imaging. Computer-Aided Diagnosis, 2010

Atlas Based Segmentation and Mapping of Organs at Risk from Planning CT for the Development of Voxel-Wise Predictive Models of Toxicity in Prostate Radiotherapy.
Proceedings of the Prostate Cancer Imaging. Computer-Aided Diagnosis, 2010

Supervised method to build an atlas database for multi-atlas segmentation-propagation.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010

3D shape context surface registration for cortical mapping.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

MILXView: A Medical Imaging, Analysis and Visualization Platform.
Proceedings of the E-Health - First IMIA/IFIP Joint Symposium, 2010

2009
Automated voxel-based 3D cortical thickness measurement in a combined Lagrangian-Eulerian PDE approach using partial volume maps.
Medical Image Anal., 2009

Non-rigid registration of small animal skeletons from micro-CT using 3D shape context.
Proceedings of the Medical Imaging 2009: Image Processing, 2009

Nonrigid correction of interleaving artefacts in pelvic MRI.
Proceedings of the Medical Imaging 2009: Image Processing, 2009

Ultrasound goes GPU: real-time simulation using CUDA.
Proceedings of the Medical Imaging 2009: Visualization, 2009

Partial Volume Estimation of Brain Cortex from MRI Using Topology-Corrected Segmentation.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Automated Segmentation of the Menisci from MR Images.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

A Quantitative Comparison of Three Methods for Inflating Cortical Meshes.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Pneumatic haptic interface fuzzy controller for simulation of abdominal palpations during colonoscopy.
Proceedings of the World Haptics 2009, 2009

Echtzeit-Ultraschallsimulation auf Grafik-Prozessoren mit CUDA.
Proceedings of the Bildverarbeitung für die Medizin 2009: Algorithmen - Systeme, 2009

2008
Appearance modeling of <sup>11</sup>C PiB PET images: Characterizing amyloid deposition in Alzheimer's disease, mild cognitive impairment and healthy aging.
NeuroImage, 2008

Cortical thickness measurement from magnetic resonance images using partial volume estimation.
Proceedings of the Medical Imaging 2008: Image Processing, 2008

Pyramidal flux in an anisotropic diffusion scheme for enhancing structures in 3D images.
Proceedings of the Medical Imaging 2008: Image Processing, 2008

MR-Less High Dimensional Spatial Normalization of 11C PiB PET Images on a Population of Elderly, Mild Cognitive Impaired and Alzheimer Disease Patients.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Automatic Delineation of Sulci and Improved Partial Volume Classification for Accurate 3D Voxel-Based Cortical Thickness Estimation from MR.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Deforming a High-Resolution Mesh in Real-Time by Mapping onto a Low-Resolution Physical Model.
Proceedings of the Biomedical Simulation, 4th International Symposium, 2008

Atlas based automated segmentation of the quadratus lumborum muscle using non-rigid registration on magnetic resonance images of the thoracolumbar region.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Generative atlases and atlas selection for C11-PIB PET-PET registration of elderly, mild cognitive impaired and Alzheimer disease patients.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Improved cortical thickness measurement from MR images using partial volume estimation.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Improving the Use, Analysis and Integration of Patient Health Data.
Proceedings of the Advanced Web and NetworkTechnologies, and Applications, 2008

2007
Removal of local and biased global maxima in intensity-based registration.
Medical Image Anal., 2007

Parametrization of Level-Sets with B-Splines.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Fuzzy classificationof brain MRI using a priori knowledge: weighted fuzzy C-means.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

2006
Method to correct intensity inhomogeneity in MR images for atherosclerosis characterization.
IEEE Trans. Medical Imaging, 2006

Partial Volume Reduction by Interpolation with Reverse Diffusion.
Int. J. Biomed. Imaging, 2006

Removal of Interpolation Induced Artifacts in Similarity Surfaces.
Proceedings of the Biomedical Image Registration, Third International Workshop, 2006

A new anisotropic diffusion method, application to partial volume effect reduction.
Proceedings of the Medical Imaging 2006: Image Processing, 2006

Thick slice interpolation using reverse anisotropic diffusion to reduce partial volume effect.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

2005
Partial volume correction using reverse diffusion.
Proceedings of the Medical Imaging 2005: Image Processing, 2005

2004
MR coil sensitivity inhomogeneity correction for plaque characterization in carotid arteries.
Proceedings of the Medical Imaging 2004: Image Processing, 2004

MR Signal Inhomogeneity Correction for Visual And Computerized Atherosclerosis Lesion Assessment.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Rotational Effect on ROI's for Accurate Lumen Quantification in Bifurcated MR Plaque Volumes.
Proceedings of the 17th IEEE Symposium on Computer-Based Medical Systems (CBMS 2004), 2004


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