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Dive into the research topics where D. Franck is active.

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Featured researches published by D. Franck.


Physica Medica | 2016

2D EPID dose calibration for pretreatment quality control of conformal and IMRT fields: A simple and fast convolution approach.

Jérémy Camilleri; Jocelyne Mazurier; D. Franck; P. Dudouet; I. Latorzeff; X. Franceries

PURPOSE This work presents an original algorithm that converts the signal of an electronic portal imaging device (EPID) into absorbed dose in water at the depth of maximum. METHODS The model includes a first image pre-processing step that accounts for the non-uniformity of the detector response but also for the perturbation of the signal due to backscatter radiation. Secondly, the image is converted into absorbed dose to water through a linear conversion function associated with a dose redistribution kernel. These two computation parameters were modelled by correlating the on-axis EPID signal with absorbed dose measurements obtained on square fields by using an ionization chamber placed in water at the depth of maximum dose. The accuracy of the algorithm was assessed by comparing the dose determined from the EPID signal with the dose derived by the treatment planning system (TPS) using the ϒ-index. These comparisons were performed on 8 conformal radiotherapy treatment fields (3DCRT) and 18 modulated fields (IMRT). RESULTS For a dose difference and a distance-to-agreement set to 3% of the maximum dose and 2 mm respectively, the mean percentage of points with a ϒ-value less than or equal to 1 was 99.8% ± 0.1% for 3DCRT fields and 96.8% ± 2.7% for IMRT fields. Moreover, the mean gamma values were always less than 0.5 whatever the treatment technique. CONCLUSION These results confirm that our algorithm is an accurate and suitable tool for clinical use in a context of IMRT quality assurance programmes.


Archive | 2019

3D Absorbed Dose Reconstructed in the Patient from EPID Images for IMRT and VMAT Treatments

Fouad Younan; Jocelyne Mazurier; Frédéric Chatrie; Ana Rita Barbeiro; Isabelle Berry; D. Franck; X. Franceries

A back-projection method has been used in this study to reconstruct the 3D absorbed dose matrix in the patient from EPID images for IMRT and VMAT fields. Images were acquired with the Clinac 23iX aS-1000 imager (Varian) and a 6 MV beam. Then a calibration step was performed to transform the grey levels of the pixels into absorbed dose in water via a response function. Correction kernels were also used to correct for the scatter within the EPID. The dose was then back-projected into the patient for all EPID parallel planes for each gantry angle. Finally the total dose was obtained by summing the 3D dose associated for each gantry angulation. First, the 3D dose reconstruction algorithm was tested for 20 IMRT and VMAT prostate and head and neck treatments in a homogeneous cylindrical phantom. Then the algorithm was used for IMRT brain cancer plans on 20 real patients. The EPID reconstructed 3D dose distributions were then compared to the planned dose from TPS (Treatment Planning System, Eclipse Varian) with a 3D global gamma index of 3% and 3 mm criteria. The percentage of points of which the gamma index was larger than unity was greater than 97% for all IMRT treatments both in the phantom and in the patients and over 96% for all VMAT treatments checked in the cylindrical phantom. Our 3D reconstruction algorithm, validated for homogeneous medium, can be used to verify the dose distribution for IMRT and VMAT fields using in vivo EPID images.


Radiation Oncology | 2016

Early detection and prediction of cardiotoxicity after radiation therapy for breast cancer: the BACCARAT prospective cohort study

Sophie Jacob; Atul Pathak; D. Franck; Igor Latorzeff; Gaelle Jimenez; Olivier Fondard; Matthieu Lapeyre; Daniel Colombier; Eric Bruguiere; Olivier Lairez; Benoit Fontenel; Fabien Milliat; Radia Tamarat; David Broggio; S. Derreumaux; Marianne Ducassou; Jean Ferrières; D. Laurier; Marc Benderitter; Marie-Odile Bernier


Physica Medica | 2014

Clinical results of an EPID-based in-vivo dosimetry method for pelvic cancers treated by intensity-modulated radiation therapy

J. Camilleri; Jocelyne Mazurier; D. Franck; P. Dudouet; I. Latorzeff; X. Franceries


Physica Medica | 2016

P14. 2D dose reconstruction using EPID images for the in-vivo dosimetry in heterogeneous medium

F. Younan; Jocelyne Mazurier; D. Franck; J. Camilleri; X. Franceries


Physica Medica | 2015

Feedback on the project management of the accelerator VERO (Brainlab) for stereotactic treatments (SBRT): From project setup to clinical use

D. Zarate; J. Mazurier; M. Ducassou; D. Marre; N. Mathy; P. Navarro; C. Chevelle; P. Dudouet; D. Franck; O. Gallocher; G. Jimenez; I. Latorzeff


Physica Medica | 2015

40 – Quality control of the imaging and repositioning system of Vero accelerator (Brainlab-Mitsubishi) for stereotactic treatments

M. Ducassou; D. Marre; N. Mathy; J. Mazurier; P. Navarro; D. Zarate; C. Chevelle; P. Dudouet; D. Franck; O. Gallocher; G. Jimenez; I. Latorzeff


Physica Medica | 2015

34 - Dose reconstruction on head & neck cancers treated by intensity-modulated radiation therapy by means of portal imaging

J. Camilleri; Jocelyne Mazurier; D. Franck; X. Franceries


Physica Medica | 2014

2D/3D EPID-based in-vivo dose reconstruction for dynamic IMRT treatments

J. Camilleri; J. Mazurier; D. Franck; O. Gallocher; C. Chevelle; I. Latorzeff; G. Jimenez; M. Ducassou; D. Marre; N. Mathy; P. Navarro; D. Zarate; X. Franceries


Physica Medica | 2013

Two-dimensional dosimetric calibration of an electronic portal imaging device (EPID) for transit in vivo dose verification in external radiotherapy

J. Camilleri; J. Mazurier; D. Franck; M. Ducassou; O. Gallocher; I. Latorzeff; D. Marre; N. Mathy; P. Navarro; D. Zarate; X. Franceries

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X. Franceries

French Institute of Health and Medical Research

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Atul Pathak

University of Toulouse

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D. Laurier

Institut de radioprotection et de sûreté nucléaire

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David Broggio

Institut de radioprotection et de sûreté nucléaire

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Fabien Milliat

Institut de radioprotection et de sûreté nucléaire

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