Development of Monte-Carlo transport of electron beams in radiation therapy using GPU hardware
Componente | Categoria |
---|---|
Micol De Simoni | Dottorando/Assegnista/Specializzando componente non strutturato del gruppo di ricerca |
Mauro Migliorati | Componenti strutturati del gruppo di ricerca |
Andrea Mostacci | Componenti strutturati del gruppo di ricerca |
Particle Therapy is a technique for radioresistant tumors performed with protons or light ions, aiming to deliver a high precision treatment. Compared to conventional radiotherapy, ions allow for a higher dose deposition in the tumor region while sparing the surrounding healthy tissue.
In this field, Monte Carlo (MC) simulations are the most accurate tool for reproducing the dose deposition. Standard MC calculations are not routinely used in clinical practice because they typically demand substantial computational resources and they are usually only used to check treatment plans for a restricted number of difficult cases.
The code FRED (Fast paRticle thErapy Dose evaluator) has been developed to allow a fast optimization of the treatment plans of particle therapy while profiting from the dose release accuracy of a MC tool. Within FRED, the proton and ion interactions are described with the precision level available in leading edge MC tools used for medical physics applications, with the advantage of reducing the simulation time up to a factor 1000.
Presently electrons are not transported in the code. A necessary improvement is to introduce the most important interaction processes of electrons with human tissue. This will allow accurate dose prediction in high density-gradient regions were the transport of secondary electrons (delta rays) is expected to be significant.
We intend to also model electron beams (up to 10 MeV) which are used in Intra-Operative Radiation Therapy (IORT). In this energy range, also production of high energy photons is expected. Aim of the project is to include the most relevant photon interactions, e.g. photoelectric effect, Compton scattering and pair production.
The project will significantly improve the capabilities of the Fred code, opening up the possibility to use it at the clinical level for lung and pelvis treatments in particle therapy. It will also allow the investigation of MeV electron beam treatments for the IORT.