Pierrick Bourgeat
Orcid: 0000-0002-2605-4766
According to our database1,
Pierrick Bourgeat
authored at least 94 papers
between 2004 and 2023.
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Bibliography
2023
Evaluation of novel data-driven metrics of amyloid β deposition for longitudinal PET studies.
NeuroImage, October, 2023
Disease progression modelling of Alzheimer's disease using probabilistic principal components analysis.
NeuroImage, September, 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
An Informatics Platform for the Management of Data for Australian Dementia Network (ADNeT) Initiative.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023
When to Use Augmentation - Variability Insufficient for Cortical Thickness Estimation Improvement.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Generalization Properties of Geometric 3D Deep Learning Models for Medical Segmentation.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
2022
β-amyloid PET harmonisation across longitudinal studies: Application to AIBL, ADNI and OASIS3.
NeuroImage, 2022
Quantifiable brain atrophy synthesis for benchmarking of cortical thickness estimation methods.
Medical Image Anal., 2022
CorticalFlow: A Diffeomorphic Mesh Deformation Module for Cortical Surface Reconstruction.
CoRR, 2022
Lesser of Two Evils Improves Learning in the Context of Cortical Thickness Estimation Models - Choose Wisely.
Proceedings of the Data Augmentation, Labelling, and Imperfections, 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
Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, 2022
Trans-ResNet: Integrating Transformers and CNNs for Alzheimer's disease classification.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
2021
SA-LuT-Nets: Learning Sample-Adaptive Intensity Lookup Tables for Brain Tumor Segmentation.
IEEE Trans. Medical Imaging, 2021
Non-negative matrix factorisation improves Centiloid robustness in longitudinal studies.
NeuroImage, 2021
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
Proceedings of the Simulation and Synthesis in Medical Imaging, 2021
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
2020
Sample-Adaptive GANs: Linking Global and Local Mappings for Cross-Modality MR Image Synthesis.
IEEE Trans. Medical Imaging, 2020
Predicting motor outcome in preterm infants from very early brain diffusion MRI using a deep learning convolutional neural network (CNN) model.
NeuroImage, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the Simulation and Synthesis in Medical Imaging, 2020
2019
Ea-GANs: Edge-Aware Generative Adversarial Networks for Cross-Modality MR Image Synthesis.
IEEE Trans. Medical Imaging, 2019
CoRR, 2019
Identification of Functional Connectivity Features in Depression Subtypes Using a Data-Driven Approach.
Proceedings of the Graph Learning in Medical Imaging - First International Workshop, 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
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
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
2017
A normalisation framework for quantitative brain imaging; application to quantitative susceptibility mapping.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
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
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
Automated segmentation and T2-mapping of the posterior cruciate ligament from MRI of the knee: Data from the osteoarthritis initiative.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
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
Comput. Medical Imaging Graph., 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
Proceedings of the Patch-Based Techniques in Medical Imaging, 2015
Expectation-Maximization with Image-Weighted Markov Random Fields to Handle Severe Pathology.
Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015
2014
Amorphous Regions-of-Interest Projection Method for Simplified Longitudinal Comparison of Dynamic Regions in Cancer Imaging.
IEEE Trans. Biomed. Eng., 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
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
Detecting global and local hippocampal shape changes in Alzheimer's disease using statistical shape models.
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
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
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
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
2010
An improved 3D shape context based non-rigid registration method and its application to small animal skeletons registration.
Comput. Medical Imaging Graph., 2010
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
Joint Factor and Kinetic Analysis of Dynamic FDOPA PET Scans of Brain Cancer Patients.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Supervised method to build an atlas database for multi-atlas segmentation-propagation.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
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
Proceedings of the Medical Imaging 2009: Image Processing, 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
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 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
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
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
2007
Medical Image Anal., 2007
Expectation maximization classification and Laplacian based thickness measurement for cerebral cortex thickness estimation.
Proceedings of the Medical Imaging 2007: Image Processing, 2007
Shape based segmentation of MRIs of the bones in the knee using phase and intensity information.
Proceedings of the Medical Imaging 2007: Image Processing, 2007
Spline Based Inhomogeneity Correction for <sup>11</sup>C-PIB PET Segmentation Using Expectation Maximization.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
2006
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
2005
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
Proceedings of the 2005 International Conference on Image Processing, 2005
Proceedings of the Computer Vision for Biomedical Image Applications, 2005
2004
Proceedings of the 2004 International Conference on Image Processing, 2004