Mathematical modelling for dose deposition in photon-therapy
Description
Radiotherapy treatments consists in irradiating the patient with beams of energetic particles (typically photons) targeting the tumor. Such particles are transported through the medium and deposit energy in the medium. This deposited energy is the so called dose, responsible for the biological effect of the radiations. The present work aim to develop numerical methods for dose computation and optimization that are competitive in terms of computational cost and accuracy compared to reference method. The motion of particles is first studied through a system of linear transport equations at the kinetic level. However, solving directly such systems is numerically too costly for medical application. Instead, the moment method is used with a special focus on the Mn models. Those moment equations are non-linear and valid under a condition called realizability. Standard numerical schemes for moment equations are constrained by stability conditions which happen to be very restrictive when the medium contains low density regions. Inconditionally stable numerical schemes adapted to moment equations (preserving the realizability property) are developed. Those schemes are shown to be competitive in terms of computational costs compared to reference approaches. Finally they are applied to in an optimization procedure aiming to maximize the dose in the tumor and to minimize the dose in healthy tissues. (author)
Abstract (French)
Les traitements en radiotherapie consistent a irradier le patient avec des faisceaux de particules energetiques (typiquement des photons) ciblant la tumeur. Ces particules sont transportes a travers le milieu et y depose de l'energie. Cette energie deposee, appelee la dose, est responsable des effets biologiques des radiations. Ce travail a pour but de developper des methodes numeriques de calcul et d'optimisation de la dose qui sont competitives en termes de cout de calcul et de precisionpar rapport a des methodes de reference. Le mouvement des particules est d'abord etudie via un systeme d'equations cinetiques lineaires. Cependant, resoudre directement ces systemes est numeriquement trop couteux pour des applications medicales. Pour palier ce cout de calcul, la methode moment, et en particulier les modeles Mn, est utilisee. Ces equations aux moments sont non lineaires et valides sous une condition appelee realisabilite. Les schemas numeriques standards pour les equations aux moments sont contraints par des conditions de stabilite qui se trouvent etre tres restrictives lorsque le milieu contient des zones sous-denses. Des schemas numeriques inconditionnellement stables et adaptes aux equations aux moments (preservant la realisation) sont developpes. Ces schemas se revelent competitifs en termes de couts de calcul par rapport aux approches de reference. Finalement, ces methodes sont appliquees dans une procedure d'optimisation visant a maximiser la dose dans la tumeur et la minimiser dans les tissus sains
Files
Additional details
Additional titles
- Original title (English)
- Modelisation mathematique du depot de dose en photontherapie
Identifiers
Publishing Information
- Imprint Pagination
- 235 p.
- Report number
- FRCEA-TH--9015
INIS
- Country of Publication
- France
- Country of Input or Organization
- France
- INIS RN
- 49015622
- Subject category
- S62: RADIOLOGY AND NUCLEAR MEDICINE;
- Resource subtype / Literary indicator
- Thesis
- Descriptors DEI
- ACCURACY; ANGULAR MOMENTUM; BIOLOGICAL EFFECTS; COMPUTERIZED SIMULATION; COST; DOSE RATES; KINETIC EQUATIONS; OPTIMIZATION; RADIOTHERAPY
- Descriptors DEC
- EQUATIONS; MEDICINE; NUCLEAR MEDICINE; RADIOLOGY; SIMULATION; THERAPY
Optional Information
- Notes
- 219 refs.; Available from the INIS Liaison Officer for France, see the 'INIS contacts' section of the INIS website for current contact and E-mail addresses: http://www.iaea.org/inis/Contacts/; Also available from Bibliotheques de l'Universite de Bordeaux, doc-thesesNum@u-bordeaux.fr (France)