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Post-doc fellows
2023-2024 Abir Fathallah "Automatic segmentation of flaps in head and neck CT images"
2022-2024 Pedro Juan Soto Vega "Interpretability of deep neural networks"
2022-2024 Soumia Bengoufa "Harmonization for MRI sequences in a multicentric ependynomes database"
2020-2024 Nassib Abdallah "Statistical harmonization for radiomics"
2017-2018 Martin Vallières "Developments in radiomics"
2016-2020 Vincent Jaouen "Development of image analysis and processing methods for multimodal imaging"
2014-2015 Eric Garrido "Development of a numerical simulation platform for external radiotherapy"
2012-2014 Florent Tixier "Tumor heterogeneity characterization and correlation with biology"
2013-2014 Jerôme Lapuyade-Lahorgue "Development of novel unsupervised PET/CT segmentation methods"

PhD students
1st year Amine Boukhari "Novel spatial neural networks for explainable and efficient radiomics in oncology"
2023 Winstan Marchadour "From black to grey box: interpretability of deep network based radiomics predictive modeling"
2022 Andrei Iantsen "Automated tumor segmentation in multimodal PET / CT / MR imaging"
2021 Ronrick Da-ano "Harmonization strategies for multicenter radiomics studies"
François Lucia "Development of a predictive model for therapy response and toxicity in cervical cancer: from imaging to clinics"
Shima Sepehri "Optimizing radiomics for multimodal imaging"
2018 Bogdan Badic "Multiparmetric characterization of colorectal cancer"
2017 Taman Upadhaya "Multimodal radiomics in neuro-oncology"
Florian Monnier "Multimodal quantitative 5D imaging in PET/MRI"
2016 Marie-Charlotte Desseroit "Characterizing and exploiting intra-tumour heterogeneity in PET and CT multimodal images"
Yannick Lemaréchal "Dosimetry for radiotherapy applications using graphical processing units"
Houda Hanzouli "Multiscale multiobservation analysis for multimodal imaging"
2013 Florent Tixier "Textural features analysis for PET tumor heterogeneity characterization"
2012 Amandine Le Maitre "Optimisation of PET imaging for radiotherapy"
2011 Simon David "Image analysis for therapy monitoring in positron emission imaging"
2010 Adrien Le Pogam "Partial volume effects in emission imaging"

Master students
2022 Loic Tam "Variabilité et reproductibilté des modèles de radiomique"
2020 Ingrid Masson "Radiomics and statistical harmonization for contrast-enhanced CT based prediction of treatment failure in head and neck cancer"
2018 Anael Leinert "Assessing radiomics features variability and robustness from CT, PET scan and multi-modal RM imaging – oncology prospects"
2017 François Lucia "Development and validation of a predictive model for recurrence in cervical cancer combining clinical data and multimodal PET and MR imaging"
2016 Anouar Ouahabi "Segmentation and quantification of PET images based on Ant Colony optimisation algorithms"
Gurvan Dissaux "Prediction of tumor recurrence and prognosis using multimodal MRI in glioblastoma multiforme"
2015 Brice Lavigne "Impact of reconstruction algorithms and filtering on heterogeneity characterization using textural features"
Pierre Tremolières "Metabolic tumor volumes in esophageal cancer : radiotherapy planning and evolution after treatment
2014 Amaury Paumier "In esophageal localized cancer, what is the best prognostic factor derived from baseline PET images?"
Clément Acquitter "Integration of PET denoising within iterative tomographic reconstruction"
2013 Yann Meunier "Implémentation of a bilateral filter for PET image denoising and comparison with spatial-frequency transforms"
Laurent Baptiste "Automatisation and improvement of PET image segmentation for the definition of fonctional volumes"
2012 Henri Noël "Spatio-temporal analysis of biofluorescence images of mice"
Laurent Baptiste "Development of a user interface for PET image processing and analysis"
2011 Mouhamad Sayed "Image registration for spatio-temporal analysis of biofluorescence images of mice"
Hela Rezgui "Multi variate analysis for prognosis and response prediction in head and neck and esophagus cancers"
Houda Hanzouli "Optimal PET image denoising using a combination of  wavelets and curvelets"
2010 Thibaut Merlin "Development and validation of an automatic algorithm for the comparison of PET image segmentation results in oncology"