selected publications

• academic article

  • PET/CT-Based Radiogenomics Supports KEAP1/NFE2L2 Pathway Targeting for Non–Small Cell Lung Cancer Treated with Curative Radiotherapy.  Journal of Nuclear Medicine.  65:630-634. 2024
  • Combination of Radiomics Features and Functional Radiosensitivity Enhances Prediction of Acute Pulmonary Toxicity in a Prospective Validation Cohort of Patients with a Locally Advanced Lung Cancer Treated with VMAT-Radiotherapy.  Journal of Personalized Medicine.  12:1926-1926. 2022
  • VMAT-Based Planning Allows Sparing of a Spatial Dose Pattern Associated with Radiation Pneumonitis in Patients Treated with Radiotherapy for a Locally Advanced Lung Cancer.  Cancers.  14:3702-3702. 2022
  • Development and Validation of a Spatial Dose Pattern Based Model Predicting Acute Pulmonary Toxicity in Patients Treated With Volumetric Arc-Therapy for Locally Advanced Lung Cancer.  International Journal of Radiation Oncology*Biology*Physics.  111:e422-e423. 2021
  • Développement et validation d’un modèle basé sur l’analyse par voxel pour la prédiction de la toxicité pulmonaire aiguë chez les patients pris en charge par arcthérapie volumétrique pour un cancer du poumon localement évolué.  Cancer/Radiothérapie.  25:736-736. 2021
  • Development and prospective validation of a spatial dose pattern based model predicting acute pulmonary toxicity in patients treated with volumetric arc-therapy for locally advanced lung cancer.  Radiotherapy and Oncology.  164:43-49. 2021
  • Dosimetric Validation of a GAN-Based Pseudo-CT Generation for MRI-Only Stereotactic Brain Radiotherapy.  Cancers.  13:1082-1082. 2021
  • A framework based on Hidden Markov Trees for multimodal PET/CT image co-segmentation.  .  2017
  • Image Change Detection Using Paradoxical Theory for Patient Follow-Up Quantitation and Therapy Assessment.  IEEE Transactions on Medical Imaging.  31:1743-1753. 2012
  • Multi-observation PET image analysis for patient follow-up quantitation and therapy assessment.  Physics in Medicine and Biology.  56:5771-5788. 2011
  • A Fuzzy Locally Adaptive Bayesian Segmentation Approach for Volume Determination in PET.  IEEE Transactions on Medical Imaging.  28:881-893. 2009

• conference paper

  • MR-based PET attenuation correction through the generation of pseudo-CT data from a single MRI sequence.  HAL (Le Centre pour la Communication Scientifique Directe). 2014
  • PET/CT image denoising and segmentation based on a multi observation and a multi scale Markov tree model.  2021 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC). 1-4. 2013
  • A generic respiratory motion model for motion correction in PET/CT.  . 2455-2458. 2010
  • Accurate functional volume definition in PET for radiotherapy treatment planning.  IEEE Nuclear Science Symposium conference record. 5567-5571. 2008
  • PET functional volume segmentation: a robustness study.  IEEE Nuclear Science Symposium conference record. 4335-4339. 2008
  • Respiratory synchronized CT image generation from 4D PET acquisitions.  IEEE Nuclear Science Symposium conference record. 5488-5492. 2008