Jacobian-Free Unrolling: memory efficient unrolled network for 3D SPECT Reconstruction
Publications
123 journal articles · 57 conference papers · 190 conference abstracts · 10 books and chapters
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Also listed on PubMed, HAL, Google Scholar, ORCID and ResearchGate. The full list is also available as a PDF (nov 2026).
Selected papers → a few papers explained with a schematic and a figure.
2026
Automated and explainable lesion dosimetry in 177 Lu-PSMA therapy
Performance de la méthode de Jackson pour la dosimétrie rénale et médullaire au ¹⁷⁷Lu-PSMA : une étude multicentrique
Impact of misregistration on parotid gland dosimetry in 177Lu-PSMA therapy: A multicentric study
Multicenter evaluation of the Madsen single-time-point method for kidney and bone marrow dosimetry in 177Lu-PSMA therapy: Monte Carlo cross-dose and effective half-life considerations
Méthode automatisée pour la dosimétrie des lésions en thérapie par 177Lu-PSMA
Fiabilité de la méthode de Madsen pour la dosimétrie rénale et médullaire du 177Lu-PSMA : une étude multicentrique
Free flight angular acceptance (FFAA) variance reduction technique for SPECT Monte Carlo simulations
Evaluation of a quasi-automatic treatment planning workflow for head-and-neck cancer in radiotherapy
Unrolled MAPEM for SPECT reconstruction
GATE 10 Monte Carlo Particle Transport Simulation: II. Architecture and Innovations
GATE 10 Monte Carlo Particle Transport Simulation: I. Development and New Features
Unrolled relaxed algorithm for 3D SPECT reconstruction
Monte Carlo simulation model of the ring CZT based VERITON SPECT-CT system
Validation of Compton camera simulations using GATE version 10 through experimental data
2025
Development of a deep learning-based automatic segmentation tool for total tumour volume delineation in imaging of metastatic prostate cancer
Low-Count 89 Zr Imaging Using a Long LSO-Based PET Scanner: A Simulation Study
Correlation Between SPECT/CT-Derived TMTV Metrics and Biological Response in 177Lu-PSMA Therapy: Insights from a Multicentric Study
Predicting PSA50 Response to 177Lu-PSMA Therapy Using Machine Learning and Automated Total Tumor Volume
Multicentric Validation of Early Quantitative 177Lu-PSMA SPECT/CT for mCRPC Response Assessment
Single-time-point dosimetry in vertebrae for 177Lu therapies: does using dose-rate maps improve accuracy?
A Novel Variance Reduction Technique for Efficient Monte Carlo Simulation of SPECT Images
LET Spectra Scoring for Applications in Proton Radiotherapy
Temporal Footprint Reduction via Neural Network Denoising in 177Lu Radioligand Therapy
Last Vertex Splitting: A New Retroactive Monte Carlo Splitting Technique Applied to LINAC out-of-Field Dose Computation
Lu-PSMA-Dose, a French Retrospective Multicentric Dosimetry Study of 177Lu-PSMA Treatments for Metastatic Castration-Resistant Prostate Cancer
optiGAN: A Deep Learning-Based Alternative to Optical Photon Tracking in Python-based GATE (10+)
Faisabilité d'une dosimétrie cumulative après radiothérapie externe et radiothérapie interne vectorisée au 177Lu-DOTATATE dans les méningiomes réfractaires
UNIRIV : construction d'une base de données multimodales centralisée pour le traitement du cancer de la prostate métastatique au 177Lu-PSMA
Twelve Years of LabEx PRIMES (2012-2024)
Partial Volume Correction of SPECT Images With Deep Learning Trained on Synthetic Data
2024
MACACO III Compton camera for imaging of targeted alpha therapy using 225 Ac
“Mid-P strategy” versus “internal target volume strategy in locally advanced non small cell lung cancer: Clinical results from the randomized non-comparative phase II study Mid-P
Partial Volume Correction on 177 Lu-SPECT sinogram with Deep Learning trained on synthetic data
GATE Monte Carlo simulation toolkit for medical physics
Automated 68Ga-PSMA-PET Total Metabolic Tumor Volume (TMTV) extraction for predicting PSA change in177Lu-PSMA therapy
Impact of cross-irradiation on single time-point dosimetry in 177Lu-PSMA therapy
Multicentric whole-body 177Lu-PSMA-SPECT Total Metabolic Tumor Volume (TMTV) extraction for predicting PSA change in 177Lu-PSMA therapy
Deep learning for instantaneous estimation of the out-of-field dose in external beam photon radiotherapy -A proof of concept
Monte Carlo Modeling of Elekta VERSA HD for Out-of-Field Dose Characterization
Monte Carlo photons simulation from alpha-emitter radionuclides
A review of 177Lu dosimetry workflows: how to reduce the imaging workloads?
Clinical dosimetry workflow in RPT clinical trials: Example of the PRAdR trial
Automated 68Ga-PSMA-PET Total Metabolic Tumor Volume (TMTV) Extraction for Predicting PSA Change in 177Lu-PSMA Therapy
Extraction automatisée du volume tumoral métabolique total (TMTV) du 68Ga-PSMA-PET pour prédire le changement de PSA dans la thérapie au 177Lu-PSMA
Etude des performances quantitativesd'une gamma caméra 360 CZT pour les thérapies au 177Lu
Réduction et optimisation du nombre d'acquisitions post-injection pour les thérapies au 177 Lu : revue de la littérature
First Radionuclide Imaging Tests with MACACOIII+ Compton camera
A Photon Source Model for Alpha-Emitter Radionuclides
Compton cameras for radiopharmaceutical therapy assessment
Deep-Learning for Rapid Estimation of the Out-of-Field Dose in External Beam Photon Radiation Therapy – A Proof of Concept
GATE 10: Towards a versatile python-driven Geant4 application for medical physics
Anatomy-Based Correction of Kidney PVE on 177Lu-SPECT Images
Ultra-Hypofractionated Prostate Cancer Radiotherapy: Dosimetric Impact of Real-Time Intrafraction Prostate Motion and Daily Anatomical Changes
PET digitization chain for Monte Carlo simulation in GATE
Proceedings of the XXth International Conference on the use of Computers in Radiation therapy (ICCR)
2023
Deep-Learning-based Partial Volume Correction in SPECT
Correlating 68Ga-PSMA PET/CT Imaging Features with PSA Variation for Castration-Resistant Prostate Cancer Patients
3D Whole Body images for dosimetry of 177Lu-PSMA treatments using a 360 CZT gamma camera
Performance Study of a 360^i̧rc CZT Camera for Monitoring 177Lu-PSMA Treatment
Evaluation of Different Algorithms for Automatic Segmentation of Head-and-Neck Lymph Nodes on CT Images
Towards Deep-Learning Partial Volume Correction for SPECT
Ability of exponential data consistency conditions to detect motion in SPECT despite other physical effects
Annihilation Photon GAN Source Model for PET Monte Carlo Simulation
Application of Conditional Generative Adversarial Networks to Efficiently Generate Photon Phase Space in Medical Linear Accelerators of Different Primary Beam Parameters
Management of Reirradiations: A Clinical and Technical Overview Based on a French Survey
Analytical Modeling and Monte Carlo Simulations of Multi-Parallel Slit and Knife-Edge Slit Prompt Gamma Cameras
From netrin-1-targeted SPECT/CT to internal radiotherapy for management of advanced solid tumors
Dosimetric impact of 3D motion-compensated SPECT reconstruction for SIRT planning
Contour-Guided Deep Learning Based Deformable Image Registration for Dose Monitoring during CBCT-guided Radiotherapy of Prostate Cancer
A Radiomic- and Dosiomic-Based Machine Learning Regression Model for Pretreatment Planning in 177Lu-DOTATATE Therapy
AI-acceleration of Monte Carlo methods in SPECT and PET imaging
2022
Comparison of atlas-based and deep learning methods for organs at risk delineation on head-and-neck CT images using an automated treatment planning system
Dosimetry evaluation of 177Lu-DOTATATE for treating mNETs using as pre-treatment guidance 68Ga-DOTATOC PET/CT imaging
Modeling families of particle distributions with conditional GAN for Monte Carlo SPECT simulations
Imaging of Polychromatic Sources through Compton Spectral Reconstruction
Deep learning-based segmentation in prostate radiation therapy using simulated cone-beam CT
The OpenGATE Ecosystem for Monte Carlo Simulation in Medical Physics
Dosimetric impact of breathing movement compensation in radioembolization
Uncertainties of a 177Lu-DOTATATE dosimetric workflow based on a reduced number of SPECT/CT acquisitions
Patient-Specific Dosimetry Adapted to Variable Number of SPECT/CT Time-Points per Cycle for 177Lu-DOTATATE Therapy
Minimum Non-Isotropic and Asymmetric Margins for Taking into Account Intrafraction Prostate Motion during Moderately Hypofractionated Radiotherapy
Workflow dosimétrique s'adaptant aux nombre d'acquisitions SPECT/CT disponiblespour les traitements au 177Lu-DOTATATE
Impact dosimétrique de la compensation des mouvements respiratoires en radioembolisation
Using simulated CBCT images in deep learning methods for real CBCT segmentation
Monte Carlo simulations for medical and biomedical applications
Segmentation automatique par Deep Learning d'images CBCT dansla région tête et cou
Evaluation of different algorithms for automatic segmentation of head-and-neck lymph nodes on CT images
Evaluation of different algorithms for automatic segmentation of head-and-neck lymph nodes on CT images
Time-dependent margins for prostate intrafraction motion during hypofractionated radiotherapy
Ultra-hypofractionated prostate cancer radiotherapy: dosimetric impact of real-time motion and daily anatomical changes
Impact of daily anatomical changes and intrafraction motion on dose distribution during ultra-hypofractionated prostate cancer radiotherapy
Quasi Monte-Carlo Voxelized Source Sampling
Optimization of a 360° CZT Camera for Dosimetry Planning Step in SIRT Treatment of Liver Cancer and Liver Metastases
Spectral reconstruction in Compton camera medical imaging
A Machine Learning Prognostic Model for the Assessment of 177-Lu-DOTATATE Therapy Using Dose and Radiomics Features Analysis
Conditional GAN for Monte Carlo SPECT simulation
GAN for source modeling in PET Monte Carlo simulation
Dosimetric impacts of breathing movement compensation in radioembolization
Feasibility of 177Lu quantification with a 360° CZT gamma camera
2021
Influence of Doppler Broadening Model Accuracy in Compton Camera List-Mode MLEM Reconstruction
Improving Motion-mask Segmentation in Thoracic CT with Multiplanar U-nets
Data-Driven Respiration-Gated SPECT for Liver Radioembolization
Projection-Based Dynamic Tomography
Artificial Intelligence for Monte Carlo Simulation in Medical Physics
Artificial Intelligence and Monte Carlo Simulation
Monte Carlo Simulation of Nuclear Medicine Imaging Systems
Yttrium-90 Quantitative Phantom Study Using Digital Photon Counting PET
Dosimetric impact of intrafraction motion during moderate hypo-fractionated prostate cancer radiotherapy treatment
Evaluation de l'impact dosimétrique des mouvements intrafraction de la prostate durant le traitement de radiothérapie en fonction des marges CTV-PTV utilisées
Influence of Sub-Nanosecond Time of Flight Resolution for Online Range Verification in Proton Therapy Using the Line-Cone Reconstruction in Compton Imaging
Advanced Monte Carlo Simulations of Emission Tomography Imaging Systems with GATE
Modeling Complex Particles Phase Space with GAN for Monte Carlo SPECT Simulations: A Proof of Concept
Mid-p strategy versus ITV strategy in locally advanced lung cancer. A randomized phase II study
Comparison of segmentation algorithms for organs at risk delineation on head-and-neck CT images
Dosimetric impact of intra-fraction prostate motion during moderate hypo-fractionated radiation treatment: a population-based study varying CTV-to-PTV margins
Comparison of efficiency and activity recovery coefficients of Compton and Anger cameras in Nuclear Medicine
Dosimetric comparison between planning SPECT and monitoring PET for 90Y-radioembolisation
Data-driven motion compensated SPECT reconstruction for liver radioembolization
Monte Carlo simulation of the Vereos digital photon counting PET system with GATE
Advanced Monte Carlo simulations of emission tomography imaging systems with GATE
Patient-specific dosimetric workflow with a reduced number of time-points for 177Lu treatments
2020
Evaluation of GATE-RTion (GATE/Geant4) Monte Carlo Simulation Settings for Proton Pencil Beam Scanning Quality Assurance
Monte Carlo Simulation of Digital Photon Counting PET
OpenDose: Open Access Resources for Nuclear Medicine Dosimetry
Mid-position treatment strategy for locally advanced lung cancer: a dosimetric study
The GATE/Geant4 beam model for the MedAustron non-isocentric proton treatments
A GATE module for Compton Camera imaging simulation
Compton camera design optimization for detection efficiency enhancement in Nuclear Medicine
GATE-RTion: a GATE/Geant4 release for clinical applications in Scanned Ion Beam Therapy
Yttrium-90 PET imaging with digital photon counting for radioembollization absorbed dose monitoring
The importance of Monte Carlo (Geant4) physics settings for clinical proton therapy treatment plans
2019
Generative Adversarial Networks (GAN) for Compact Beam Source Modelling in Monte Carlo Simulations
A dedicated Gate versatile module for Compton camera imaging
A versatile GATE actor to perform simulations of Compton Camera systems
A step towards international prospective trials in carbon ion radiotherapy: Investigation of factors influencing dose distribution in the facilities in operation based on a case of skull base chordoma
Deep learning based detection of cells in 3D light sheet fluorescence microscopy
The 3D dosimetry-based treatment planning in clinical routine for SIRT: reality or illusion?
Clinical evaluation of two monitoring devices for prostate radiotherapy treatment
Comparison of electromagnetic transmitter and ultrasound imaging for intrafraction monitoring of prostate radiotherapy
A GATE module for Compton Camera imaging simulation
A maximum-a-posteriori EM reconstruction method based on total variation regularization for Compton camera imaging
Comparison of ideal parallel-hole gamma camera and Compton camera for prompt- imaging
Influence of the model in Compton camera MLEM reconstruction
In vivo gadolinium nanoparticle quantification with SPECT / CT
Capability of MLEM and OE to Detect Range Shifts with a Compton Camera in Particle Therapy
Optimization of Yttrium-90 PET/CT acquisition time on a SiPM-PET/CT during selective internal radiation therapy
Fast-prompt gamma imaging for the online monitoring of the ion range in hadron therapy
Ultra fast prompt-gamma imaging for the online monitoring of the ion range in hadron therapy
Respiration-correlated 4D SPECT reconstruction
GaGa: GAN for GATE
Using phase space for SPECT Monte-Carlo simulation
Working with radiotherapy from the perspective of data/computer scientist
Analytical and Monte-Carlo modeling of Multi-Parallel Slit and Knife-Edge Slit Prompt Gamma Cameras
2018
A first-in-human study investigating biodistribution, safety and recommended dose of a new radiolabeled MAb targeting FZD10 in metastatic synovial sarcoma patients
Total variation and point spread function priors for MLEM reconstruction in Compton camera imaging
Learning SPECT detector angular response function with neural network for accelerating Monte-Carlo simulations
Concepts and terms for dose/volume parameters in carbon-ion radiotherapy: Conclusions of the ULICE taskforce
ESTRO ACROP: Technology for precision small animal radiotherapy research: Optimal use and challenges.
A French multicenter comparative study of 3D dosimetry software used in therapeutic Nuclear Medicine
Fixed forced detection for fast SPECT Monte-Carlo simulation
An extension of the GATE Monte Carlo simulation toolkit to model Compton Camera systems
Total variation regularization for list-mode MLEM reconstruction in Compton camera imaging
Image-based SPECT calibration based on the evaluation of the Fraction of Activity in the Field of View
In vivo Gd-nanoparticles image-based quantification with SPECT and k-edge spectral CT
Learning SPECT detector response for Monte-Carlo simulations
2017
Does Mid-P CT image decrease inter-observer variability compared to MIP CT image?
Deformable image registration applied to lung SBRT: Usefulness and limitations.
Optimization of GATE simulations for whole-body planar scintigraphic acquisitions using the XCAT male phantom with 177 Lu-DOTATATE biokinetics in a Siemens Symbia T2
Quantification of Gd-Nanoparticles Concentration with SPECT and Spectral Photon Counting CT
Performance of prompt gamma fall-off detection in clinical simulations
Fixed Forced Detection for fast SPECT Monte-Carlo simulation
Synfrizz: A first-in-human study investigating a radiolabeled monoclonal antibody targeting Frizzled homolog 10 (FZD10) in patients with advanced, pretreated synovial sarcomas
OpenDose: a collaborative effort to produce reference dosimetric data with Monte Carlo simulation software
Monte Carlo modeling of a proton fixed beam line featuring non-isocentric PBS treatment capabilities
Monte Carlo modeling of non-isocentric proton pencil beam scanning treatments
Synfrizz: a first in man study investigating the biodistribution, the safety and optimal recommended dose of a new radiolabeled monoclonal antibody targeting Frizzled homolog 10 (FZD10) in patients with relapsed or refractory non resectable synovial sarcomas
3D absorbed dose distribution estimated by Monte-Carlo simulation in radionuclide therapy with a monoclonal antibody targeting synovial sarcoma
Voxel-based multi-model fitting method for modelling time activity curves in SPECT images
Voxel-based multi-model fitting method for modelling time activity curves in SPECT images
2016
Radiothérapie guidée par l'imagerie ultrasons pour les cancers de la prostate : repositionnement et suivi des mouvements pendant la séance par l'échographie transpérinéale
Respiratory motion models from Cone-Beam CT for lung tumour tracking
Monte Carlo simulation of prompt- emission in proton therapy using a track length estimator
Recalage déformable en radiothérapie guidée par l'image
Monte Carlo proton beam modeling for the MedAustron fixed beam lines
Evaluation of a new transperineal ultrasound probe for inter-fraction image-guidance for definitive and post-operative prostate cancer radiotherapy
Monitoring of intrafraction prostate motion with 4D ultrasound IGRT device
Image-based method for estimation of global calibration factor for SPECT images
Proton therapy monitoring by Compton imaging: influence of the large energy spectrum of the prompt- radiation
Accelerated Prompt Gamma estimation for clinical Proton Therapy simulations
Accelerated Prompt Gamma estimation for clinical Proton Therapy simulations
Validation of fast Monte Carlo dose calculation in small animal radiotherapy with EBT3 radiochromic films
A. Fassi and E. Tagliabue and M. Tirindelli and Sarrut, D. and M. Riboldi and G. Baroni
In-silico comparison of patient absorbed dose from various radionuclides in targeted radionuclides therapy
Development of an empirical model for calculation of the collimator contamination dose in therapeutic proton beams
2015
Evaluation of intrafraction motions with a transperineal ultrasound imaging system: Dosimetric impact for prostate cancer
Monte Carlo simulation of prompt -ray emission in proton therapy using a specific track length estimator.
Development of 2D+T tracking algorithm in ultrasound images for radiotherapy
Repositioning and Monitoring of Prostate Cancer Radiotherapy with a New 4D Ultrasound Intra-Modality IGRT Device
Realistic Simulations for the Evaluation of Monomodal Registration Algorithms of 3D Pelvic Ultrasound Images
Ultrasound image guided radiotherapy for prostate cancer using a transperineal probe
Improving the clinical applicability of markerless lung tumour tracking with contrast-enhanced kV imaging
A new CT based tissue automatic segmentation method for absorbed dose calculation in preclinical radiation therapy
A track length estimator method for dose calculations in low-energy x-ray irradiations: implementation, properties and performance
Ultrasound versus Cone-beam CT image-guided radiotherapy for prostate and post-prostatectomy pretreatment localization
An image-based method to synchronize cone-beam CT and optical surface tracking
Surrogate-driven deformable motion model for organ motion tracking in particle radiation therapy
3D patient absorbed dose estimation of monoclonal antibody targeting synovial sarcoma
2014
Adaptation of treatment margins for hypofractionated radiotherapy of prostate cancer
Feasibility of image guided radiotherapy based on ultrasound modality for prostate inter and intra fraction motion
Split exponential track length estimator for Monte-Carlo simulations of small-animal radiation therapy
A novel monoclonal antibody Yttrium-90-labeled for internal radionuclide therapy of relapsed unresectable synovial-sarcomas: targeting and dosimetry
Faisabilité de la radiothérapie guidée par une imagerie ultrasonore inter- et intra-fraction pour le traitement du cancer de la prostate
Compton imaging of prompt-gamma radiation in proton therapy: influence of the attenuation in the volume and of the detector performances
Recalage automatique d'images ultrasonores tridimensionnelles transabdominales pour le repositionnement inter-séances de patients traités par radiothérapie ayant subis une prostatectomie radicale
A review of the use and potential of the GATE Monte Carlo simulation code for radiation therapy and dosimetry applications.
Learning directional relative positions between mediastinal lymph node stations and organs
Intra-fraction tumor tracking based on a surrogate-driven 4D CT motion model in particle radiation therapy
Tumor tracking method based on a deformable 4D CT breathing motion model driven by an external surface surrogate.
Dosimetric analysis of mid-position vs ITV conformational plans for locally advanced NSCLC. Preliminary results
Motion artifact detection in four-dimensional computed tomography images
In-room breathing motion estimation from limited projection views using a sliding deformation model
Impact of probe pressure variability on prostate localization for ultrasound-based image-guided radiotherapy
Impact of probe pressure variability on prostate localization for ultrasound-based image-guided radiotherapy
External-internal correlation models built from Cone-Beam CT for intrafraction tumor tracking
Compton imaging in proton therapy: reconstructed image of the simulated prompt- distribution
Compton imaging of prompt- radiation in proton therapy: simulation of the influence of the detector response and of the patient attenuation
Semi-automatic registration of 3D transabdominal ultrasound images for patient repositioning during post-prostatectomy radiotherapy
"4D" imaging for motion
Simulation of x-ray images from the planning CT for online correction of scatter in cone-beam CT
The Reconstruction Toolkit (RTK), an open-source cone-beam CT reconstruction toolkit based on the Insight Toolkit (ITK)
Open source tools for validation of deformable registration
Estimation of respiratory breathing signal from 2D US sequences and 4DCT of the liver
2013
Hybrid CPU/GPU GATE: towards GATE V7
An efficient numerical tool for dose deposition prediction applied to synchrotron medical imaging and radiation therapy.
PET-based dose delivery verification in proton therapy: a GATE based simulation study of five PET system designs in clinical conditions.
Evaluation of an ultrasound-based imaging system for pelvic cancer localization in radiotherapy
Machine-learning-based patient specific prompt-gamma dose monitoring in protontherapy
Distributions of secondary particles in proton and carbon-ion therapy: a comparison between GATE/Geant4 and FLUKA Monte Carlo codes
Computed tomographic atlas for the new international lymph node map for lung cancer: A radiation oncologist perspective
Hybrid GPU/CPU modules for GATE plateform: imaging and therapy applications
Towards 4DCT-US image fusion for liver motion monitoring
Is abdominal compression useful in lung stereotactic body radiation therapy? A 4DCT and dosimetric lobe-dependent study
Monte-Carlo Simulation on Heterogeneous Distributed Systems: a Computing Framework with Merging and Checkpointing Strategies
Registration of sliding objects using direction dependent B-splines decomposition
Tumour motion tracking technique based on dynamic surface scanning and 4D CT breathing motion model
Machine learning-based patient specific prompt-gamma dose monitoring in proton therapy
GATE simulation of ^12C hadrontherapy treatment combined with a PET imaging system for dose monitoring : a feasibility study
Validation and Comparison of Approaches to Respiratory Motion Estimation
Filtered backprojection proton CT reconstruction along most likely paths
Respiratory motion correction in cone-beam CT for image-guided radiotherapy
Intensity-based deformable registration: Introduction and Overview
Nonparametric: Demons, Diffusion, and Viscous-Fluid Approaches
2012
In Regard to Yang et al.
Dosimetric impact of low energies (kV) in context of preclinical research in radiation therapy
Margin calculation for temporally asymmetric respiratory motion
Phase II clinical trial comparing mid-position with internal target volume treatment planning
Hybrid GATE: A GPU/CPU implementation for imaging and therapy applications
GATE as a GEANT4-based Monte Carlo platform for evaluation of proton pencil beam scanning (PBS) treatment plans
Gate simulation of a complete proton treatment combined with prompt-gamma monitoring
Perturbation detection using prompt gamma monitoring in protontherapy
A critique of the IASLC lymph node map: a radiation oncology perspective
Distance-driven binning for proton CT filtered backprojection along most likely paths
PET-based dose delivery verification in hadrontherapy: simulation study of PET system designs in realistic clinical conditions
Evaluation of Monte Carlo codes for dose monitoring using PET and prompt gamma imaging in proton therapy
Investigating mediastinal lymph node stations segmentation on thoracic CT following experts guidelines
Multi-dimensional respiratory motion tracking from markerless optical surface imaging based on deformable mesh registration
Automated Segmentation of a Motion Mask to Preserve Sliding Motion in Deformable Registration of Thoracic CT
2011
Keuhkot: a method for lung segmentation
VV, a 4D slicer
Mid-position strategy for moving lung tumors: methodology and issues
Lung 4D Computed Tomography: movement artefacts and consequences
Enabling Grids for GATE Monte-Carlo Radiation Therapy Simulations with the GATE-Lab
[Scan acquisition parameter optimization for the treatment of moving tumors in radiotherapy.]
Direction dependent B-splines decomposition for the registration of sliding objects
A novel CT-based contrast enhancement technique for markerless lung tumor tracking in X-ray projection images
A Monte Carlo Pencil Beam Scanning model for proton TPS Quality Assurance using GATE/GEANT4
A Monte Carlo pencil beam scanning model for proton treatment plan simulation using GATE/GEANT4
Simulation of a 6 MV Elekta Precise Linac photon beam using GATE / GEANT4
PBS proton treatment plan simulation with the GATE-Lab
GATE V6: a major enhancement of the GATE simulation platform enabling modelling of CT and radiotherapy
Commissioning of penelope and GATE monte carlo models for 6 and 18 MV photon beams from the siemens artiste linac
Evaluation of Registration Methods on Thoracic CT: The EMPIRE10 challenge
Time-consistent parametrization from dynamic optical surface detection for respiratory motion recovery in radiation oncology
Spatio-Temporal Motion Estimation for Respiratory-Correlated Imaging of the Lungs
How to minimize and model the collimator scatter in Double Scattering and Uniform Scanning.
Modèle analytique de prise en compte de la contamination due au collimateur en protonthérapie : Conséquences sur le calcul de dose.
2010
Interobserver Variability in NSCLC Target Delineation for Stereotactic Body Radiation Therapy: A Four-dimensional Analysis
Influence of Geant4 parameters on dose distribution and computation time for carbon ion therapy simulation
B-LUT: Fast and low memory B-spline image interpolation
Dynamic partitioning of GATE Monte-Carlo simulations on EGEE
Results of a Multi-Institution Deformable Registration Accuracy Study (MIDRAS)
Is the Use of An Abdominal Compression Relevant in Lung Stereotactic Body Radiation Therapy?"
Optimization of GATE/Geant4 settings for Proton Pencil Beam Scanning simulations towards TPS Quality Assurance
Optimization of GEANT4 settings for Proton Pencil Beam Scanning simulations using GATE
Fluoroscopic Block-Matching-based mean position traecking of respiratory motion for lung cancer radiotherapy
Apparent motion clustering on Cone-Beam fluoroscopic images for thorax tracking
B-Spline Parametrization of the Temporal Dimension for Respiratory Motion Estimation
Deformable image registration of cone-beam projections
Advances in Deformable Image Registration of Thoracic 4D CT
Automatic motion mask extraction for deformable registration of the lungs
Deformable image registration with automated motion-mask extraction
Towards dosimetry and Quality Assurance for particle therapy beams using radiochromic MD-v2-55 films
2009
Optimization of three-dimensional computed tomography (3D CT) scan parameters for imaging moving lung tumors
Tumor baseline shift for NSCLC SBRT treatment with cone-beam CT image guidance
Monte-Carlo based prediction of radiochromic film response for hadrontherapy dosimetry
Respiratory motion tracking from different viewing angles during lung cancer treatment in radiotherapy
Comparison of Analytic and Algebraic Methods for Motion-Compensated Cone-Beam CT Reconstruction of the Thorax
Deformable Image Registration for radiation therapy
Estimating breathing motion from cone-beam projections using a prior patient model
2008
Extending GATE for dosimetry : radiotherapy and hadrontherapy applications.
VV: a viewer for the evaluation of 4D image registration
Estimating Respiratory Motion from Cone-Beam Projections
Towards a new model of prediction of the optical density for radiochromic films using Monte-Carlo simulations for Carbon ion irradiation
Region-oriented CT image representation for reducing computing time of Monte Carlo simulations
4D-CT lung motion models construction with deformable registration: estimation of motion nonlinearity and hysteresis
Evaluation of deformable registration of patient lung 4DCT with sub-anatomical region segmentations
2007
A Multi-Institution Deformable Registration Accuracy Study
Dosimetry on moving organs: static and dynamic dose distributions computed from 4DCT for lung cancer treatment
Cone-beam projection of a deformable volume for motion compensated algebraic reconstruction
Geant4-based simulation of Carbon beam irradiation inside CT image : validation with radiochromic films
Construction of 4D-CT motion model using deformable registration: comparison of Eulerian and Lagrangian approaches
Prediction of portal dose images with Monte Carlo simulation for dosimetric control in radiotherapy
Lung motion modeling with deformable registration: non-linearity and hysteresis estimation and analysis
Comparison of gated and dynamic cone-beam CT reconstruction methods
Deformable registration and 4D cone-beam CT reconstruction
Point-validated Pixel-based Breathing Thorax Model
Validation of deformable registration of lung 4DCT with anatomical sub-region segmentations
Gated cone-beam CT imaging of the thorax: a reconstruction study
A comparison framework for breathing motion estimation methods from 4D imaging
2006
Deformable Registration for Image-Guided Radiation Therapy
Radiothérapie avec blocage respiratoire pour les grands insuffisants respiratoires atteints d'un carcinome pulmonaire non à petites cellules (Protocole RESPI 2000) : application à la modélisation des déformations d'organes par recalage déformable
A Platform for Monte Carlo Simulation of Cancer Therapy with Photon and Light Ions Beams based on the Geant 4 Toolkit
ThIS : A Geant4-based Therapeutic Irradiation Simulator
A Fast Morphing-Based Interpolation For Medical Images: Application To Conformal Radiotherapy
Cumulating static dose distributions to simulate dynamic dose distributions: an experimental study
Implementation and Evaluation of Automatic Contour Propagation in 4DCT of Lung
Évaluation des différents protocoles pour l'acquisition d'images 4D sur un scanner non prévu à cet effet
Monte Carlo Simulation Platform for the External Techniques of Treatment of Cancer
Simulation of 4D CT images from deformable registration between inhale and exhale breath-hold CT scans
Monte Carlo simulations of the transit dose from amorphous silicon electronic portal images
Extraction du signal respiratoire à partir de projections cone-beam pour l'imagerie TDM 4D
2005
Etude de mouvement dans une acquisition tomodensitométrique 4D par recalage déformable
Extraction du signal respiratoire à partir de projections cone-beam du thorax pour l'imagerie TDM 4D en radiothérapie
Extraction du signal respiratoire pour l'acquisition d'images 4D du thorax à partir de projections CT cone-beam
Non-rigid registration method to assess reproducibility of breath-holding with ABC in lung cancer
Génération de DRR à l'aide d'un système hybride shear-warp-splatting pour la radiothérapie conformationnelle
Monte Carlo simulation of the transit dose from amorphous silicon electronic portal images for treatment control in radiotherapy
Comparison of 3D Dense Deformable Registration Methods for Breath-hold Reproducibility Study in Radiotherapy
Study of Motion in a 4D-CT Using Deformable Registrations
Respiratory signal extraction for 4D CT imaging of the thorax from cone-beam CT projections
Respiratory signal extraction for 4D CT imaging of the thorax from cone-beam CT projections
Simulation of 4D CT images from deformable registration between inhale and exhale breath-hold CT scans
Three imaging techniques for treatment of moving organs
2004
Dosimetric consequences of GTV's residual displacements for patients treated with the ABC device
Active breathing control combined with high dose 3D conformal radiotherapy for non small cell lung cancer patients with severe respiratory insufficiency. Experience of the centre the Centre Léon Bérard
Intégration de connaissances et modélisation en imagerie médicale
Usefulness of image morphing techniques in cancer treatment by conformal radiotherapy
Reproductibilite du blocage respiratoire : évaluation 3D à l'aide d'algorithme de recalage non rigide d'images
Contrôle du traitement en radiothérapie par l'utilisation de l'imagerie portale numérique : contrôle dosimétrique et du positionnement
Non-rigid registration method to assess the reproducibility of breath-holding with ABC in lung cancer
2003
Lung Deformation Estimation with Non-Rigid Registration for Radiotherapy Treatment
Patient setup error measurement using 3D intensity-based image registration techniques
2002
Aide au positionnement du patient en radiothérapie conformationnelle par l'usage de techniques de recalage d'images 2D/3D basées sur l'intensité des pixels
2001
Patient positioning in radiotherapy
Geometrical transformation approximation for 2D/3D intensity-based registration of portal images and CT scan
Positionnement de patient en radiothérapie par recalage 2D/3D sans segmentation
Requêtes complexes et hybrides dans des bases d'images médicales distantes. Une illustration en imagerie cardiaque
Convergence speed of deformable models
Kernel Based Image Classification
2000
Positionnement de patient en radiothérapie conformationnelle
Patient positioning in radiotherapy by registration of 2D portal to 3D CT images by a contend-based research with similarity measures
1999
Décimation en Imagerie Médicale 3D
ARAMIS: A Remote Access Medical Imaging System
Fast 3D Images Transformations for Registration Procedures
Similarity Measures for Image Registration
The Partial Intensity Difference Interpolation
1998
ARAMIS: an ``on line'' Parallel Platform for Medical Imaging
1997
A Linear Algorithm for constructing the Polygon Adjacency Relation in a Iso-Surface of 3D Images