Renaud de Crevoisier
Orcid: 0000-0001-6702-4670
According to our database1,
Renaud de Crevoisier
authored at least 47 papers
between 2010 and 2023.
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Bibliography
2023
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Exploring Uncertainty for Clinical Acceptability in Head and Neck Deep Learning-Based OAR Segmentation.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
2022
Deep Learning-Based Segmentation of Head and Neck Organs-at-Risk with Clinical Partially Labeled Data.
Entropy, November, 2022
Predicting the impact of standard and hypofractionated schedules in prostate cancer radiotherapy with a mechanistic model.
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022
2021
Towards a Reduced In Silico Model Predicting Biochemical Recurrence After Radiotherapy in Prostate Cancer.
IEEE Trans. Biomed. Eng., 2021
Mechanistic Simulation of Tumor Response Outperforms Radiomics Predicting Recurrence in Prostate Cancer Radiotherapy.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Voxel-Wise Analysis for Spatial Characterisation of Pseudo-CT Errors in MRI-Only Radiotherapy Planning.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
2020
Comparison of feature selection in radiomics for the prediction of overall survival after radiotherapy for hepatocellular carcinoma.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Ensemble Learning for Prediction of Toxicity in Prostate Cancer Radiotherapy: Comparison Between Stacking and Genetic Algorithm Weighted Voting.
Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020
2019
Statistical Shape Model to Generate a Planning Library for Cervical Adaptive Radiotherapy.
IEEE Trans. Medical Imaging, 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Pseudo-CT Generation for Mri-only Radiotherapy: Comparative Study Between A Generative Adversarial Network, A U-Net Network, A Patch-Based, and an Atlas Based Methods.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Comparison of Machine Learning Algorithms and Oversampling Techniques for Urinary Toxicity Prediction After Prostate Cancer Radiotherapy.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
Organs-at-Risk Contouring on Head CT for RT Planning Using 3D Slicer- A Preliminary Study.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
Multiple Kernel Learning Applied to the Prediction of Prostate Cancer Recurrence from MRI Radiomic Features.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
2018
Treatment plan library based on population shape analysis for cervical adaptive radiotherapy.
Proceedings of the Medical Imaging 2018: Image-Guided Procedures, 2018
2017
MRI to CT Prostate Registration for Improved Targeting in Cancer External Beam Radiotherapy.
IEEE J. Biomed. Health Informatics, 2017
Population model of bladder motion and deformation based on dominant eigenmodes and mixed-effects models in prostate cancer radiotherapy.
Medical Image Anal., 2017
Quantification of dose uncertainties for the bladder in prostate cancer radiotherapy based on dominant eigenmodes.
Proceedings of the 13th International Symposium on Medical Information Processing and Analysis, 2017
Towards an integrative computational model for simulating tumor growth and response to radiation therapy.
Proceedings of the 13th International Symposium on Medical Information Processing and Analysis, 2017
In silico model to simulate the radiation response at various fractionation from histopathological images of prostate tumors.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Pseudo-CT generation by conditional inference random forest for MRI-based radiotherapy treatment planning.
Proceedings of the 25th European Signal Processing Conference, 2017
2016
Comput. Biol. Medicine, 2016
Random forests to predict tumor recurrence following cervical cancer therapy using pre- and per-treatment <sup>18</sup>F-FDG PET parameters.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Slice correspondence estimation using SURF descriptors and context-based search for prostate whole-mount histology MRI registration.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
A Novel Classification Method for Prediction of Rectal Bleeding in Prostate Cancer Radiotherapy Based on a Semi-Nonnegative ICA of 3D Planned Dose Distributions.
IEEE J. Biomed. Health Informatics, 2015
Roles of Deformable Image Registration in adaptive RT: From Contour propagation to dose monitoring.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Weighted quantification of <sup>18</sup>F-FDG tumor metabolism activity using fuzzy-thresholding to predict post-treatment tumor recurrence.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
A new parameter computed with independent component analysis to predict rectal toxicity following prostate cancer radiotherapy.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Prostate whole-mount histology reconstruction and registration to MRI for correlating in-vivo observations with biological findings.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
Surface-Constrained Nonrigid Registration for Dose Monitoring in Prostate Cancer Radiotherapy.
IEEE Trans. Medical Imaging, 2014
2013
Evaluation of non-rigid constrained CT/CBCT registration algorithms for delineation propagation in the context of prostate cancer radiotherapy.
Proceedings of the Medical Imaging 2013: Image-Guided Procedures, 2013
A Tensor-Based Population Value Decomposition to Explain Rectal Toxicity after Prostate Cancer Radiotherapy.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Propagation of the MRI prostate delineation to the planning CT: A new matching contour framework.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Proceedings of the 6th International Conference on Biomedical Engineering and Informatics, 2013
2012
Local jet features and statistical models in a hybrid Bayesian framework for prostate estimation in CBCT images.
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012
A non parametric mixed-effect model for population analysis: Application to Alzheimer's disease data.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Inter-individual organ-driven CT registration for dose mapping in prostate cancer radiotherapy.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
2011
Expert Syst. Appl., 2011
Spatial Nonparametric Mixed-Effects Model with Spatial-Varying Coefficients for Analysis of Populations.
Proceedings of the Machine Learning in Medical Imaging - Second International Workshop, 2011
Spatial Characterization and Classification of Rectal Bleeding in Prostate Cancer Radiotherapy with a Voxel-Based Principal Components Analysis Model for 3D Dose Distribution.
Proceedings of the Prostate Cancer Imaging. Image Analysis and Image-Guided Interventions, 2011
Dose Monitoring in Prostate Cancer Radiotherapy Using CBCT to CT Constrained Elastic Image Registration.
Proceedings of the Prostate Cancer Imaging. Image Analysis and Image-Guided Interventions, 2011
Evaluation of multi-atlas-based segmentation of CT scans in prostate cancer radiotherapy.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
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