Magnetic resonance imaging guided proton therapy (MAGIG-PRO)
Magnetic resonance imaging guided proton therapy (MAGIG-PRO)
Disciplines
Computer Sciences (30%); Clinical Medicine (50%); Medical Engineering (20%)
Keywords
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Proton Therapy,
Dose Calculation,
MRI in Radiation Therapy,
Image Guided Radiotherapy,
Monte Carlo Simulation
The importance of magnetic resonance imaging (MRI), as a non-invasive imaging method, increased over the last years. Besides the initial applications in diagnostics, MRI nowadays also begins to enter other fields, such as radiation oncology. Image guided radiotherapy (IGRT) is based on the verification of the patients position and the actual anatomy, compared to the conditions at the day of treatment planning. Most imaging modalities in IGRT are X-ray based, which has limited soft-tissue contrast compared to MRI, and implies an additional dose burden for the patient. The improved contrast of MRI in the absence of additional dose led to recent developments for MRI guided radiotherapy. However, clinical applied solutions are focusing on radiotherapy with photons only. Particle therapy, with either protons or carbon ions, is an alternative to photon therapy. Particles are superior to photons due to their physical and biological characteristics and call for the most advanced imaging options for IGRT. The combination of MRI and particle therapy is a completely new research area, where many questions have to be investigated in detail. In principle the charged particles are deflected in the magnetic field that is used for MR imaging. This effect has to be considered already during treatment planning. The MAGIG-PRO project will investigate different magnetic field strengths to establish new models for proton dose calculations in magnetic fields. Furthermore, the usage of MR images for dose calculation would have advantages over the usage of computed tomography (CT) images. This procedure can increase the accuracy of dose calculation and henceforth the treatment quality. However, there are very limited studies dealing with this issue. Thus, methods and algorithms will be developed to derive the atomic stopping power directly from MR images in the framework of MAGIG-PRO. In Austria particle therapy will be available with the end of 2016 at the MedAustron center in Wiener Neustadt. Experiments under realistic clinical conditions will be conducted using a dedicated magnet in the research room at MedAustron. Beforehand computer based simulations will be performed to enable a detailed preparation of the complex experimental setups. The MAGIG-PRO project includes several new research aspects, which go beyond the proof of principle of MRI guided proton therapy. The cooperation between the Medical University of Vienna and MedAustron enables unique experimental conditions for this project. The research outcome of the MAGIG-PRO project will position the research team in the forefront with respect to MRI guided proton therapy.
The FWF stand-alone project MAGnetic resonance Imaging (MRI) Guided PROton therapy ("MAGIC-PRO") aimed at basic medical radiation physics and technology oriented research in order to combine the most precise imaging technology, i.e. magnetic resonance (MR) imaging, with the most precise dose delivery technique, i.e. proton therapy. The concept of MR guided proton therapy defines a new and unprecedented level of image guidance in radiation oncology. The principal objectives of the MAGIC-PRO project were twofold. First, to develop methodologies and algorithms for proton dose calculation on synthetic computed tomography (CT) images generated from MRI. For the generation of synthetic CTs, which include density information and are thus needed for dose calculation, the focus was given to artificial intelligence (AI) based solutions. Second, to develop an analytical dose calculation algorithm for treatment planning and/or treatment plan optimization for proton therapy in the presence of a magnetic field. These developments focused on a sophisticated pencil beam model. In overall context of the MAGIC-PRO, research was performed in the field of experimental proton dosimetry in the presence of magnetic fields. This aspect was important for the validation of the inhouse developed dose calculation algorithm. Next, a complete patient workflow was tested for proton therapy including MR image acquisition, imaging conversion and dosimetric analysis of MR based treatment planning. This workflow demonstrated the feasibility of using an open low field strength MR scanner for MR guided proton therapy. MR guided proton therapy was in its infancy when the MAGIC-PRO project was initiated in 2017. Since then, the topic has stimulated research in leading European centers. Thanks to the FWF funding and the available infrastructure including a research magnet at the Austrian ion beam facility MedAustron, significant contributions could be made by the two PhD students hired via the project in the following fields: (1) Generation of synthetic CT (sCT) from MR images including QA, (2) Proton dose calculation and treatment planning in magnetic fields, as well as (3) Experimental proton dosimetry in magnetic fields. The promising results and achievements generated via the MAGIC-PRO project have increased the visibility of ion beam research in Austria. Based on the in-house development and expertise built up during this project, researchers of the Medical University of Vienna have been invited to participate in an international cooperation on MR guided proton therapy.
- Carl Siversson, Spectronic Medical AB - Sweden
Research Output
- 451 Citations
- 17 Publications
- 1 Methods & Materials
- 3 Scientific Awards
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2021
Title An MR-only acquisition and artificial intelligence based image-processing protocol for photon and proton therapy using a low field MR. DOI 10.1016/j.zemedi.2020.10.004 Type Journal Article Author Buschmann M Journal Zeitschrift fur medizinische Physik Pages 78-88 -
2021
Title MR-guided proton therapy: Impact of magnetic fields on the detector response DOI 10.1002/mp.14660 Type Journal Article Author Fuchs H Journal Medical Physics Pages 2572-2579 Link Publication -
2021
Title Cone beam CT based validation of neural network generated synthetic CTs for radiotherapy in the head region DOI 10.1002/mp.14987 Type Journal Article Author Irmak S Journal Medical Physics Pages 4560-4571 Link Publication -
2022
Title Possibilities and challenges when using synthetic computed tomography in an adaptive carbon-ion treatment workflow DOI 10.1016/j.zemedi.2022.05.003 Type Journal Article Author Knäusl B Journal Zeitschrift für Medizinische Physik Pages 146-154 Link Publication -
2021
Title An MRI sequence independent convolutional neural network for synthetic head CT generation in proton therapy DOI 10.1016/j.zemedi.2021.10.003 Type Journal Article Author Zimmermann L Journal Zeitschrift für Medizinische Physik Pages 218-227 Link Publication -
2018
Title A pencil beam algorithm for magnetic resonance image-guided proton therapy DOI 10.1002/mp.12854 Type Journal Article Author Padilla-Cabal F Journal Medical Physics Pages 2195-2204 Link Publication -
2020
Title Technical Note: Design and commissioning of a water phantom for proton dosimetry in magnetic fields DOI 10.1002/mp.14605 Type Journal Article Author Fuchs H Journal Medical Physics Pages 505-512 Link Publication -
2020
Title Dose- rather than fluence-averaged LET should be used as a single-parameter descriptor of proton beam quality for radiochromic film dosimetry DOI 10.1002/mp.14097 Type Journal Article Author Resch A Journal Medical Physics Pages 2289-2299 Link Publication -
2020
Title Investigating conditional GAN performance with different generator architectures, an ensemble model, and different MR scanners for MR-sCT conversion DOI 10.1088/1361-6560/ab857b Type Journal Article Author Fetty L Journal Physics in Medicine & Biology Pages 105004 Link Publication -
2020
Title MR-guided proton therapy: a review and a preview DOI 10.1186/s13014-020-01571-x Type Journal Article Author Hoffmann A Journal Radiation Oncology Pages 129 Link Publication -
2020
Title Implementation of a dose calculation algorithm based on Monte Carlo simulations for treatment planning towards MRI guided ion beam therapy DOI 10.1016/j.ejmp.2020.04.027 Type Journal Article Author Padilla-Cabal F Journal Physica Medica Pages 155-165 Link Publication -
2020
Title Latent space manipulation for high-resolution medical image synthesis via the StyleGAN DOI 10.1016/j.zemedi.2020.05.001 Type Journal Article Author Fetty L Journal Zeitschrift für Medizinische Physik Pages 305-314 Link Publication -
2019
Title Benchmarking a GATE/Geant4 Monte Carlo model for proton beams in magnetic fields DOI 10.60692/dpfpt-jf426 Type Other Author Fatima Padilla-Cabal Link Publication -
2019
Title Benchmarking a GATE/Geant4 Monte Carlo model for proton beams in magnetic fields DOI 10.60692/t2r53-pje05 Type Other Author Fatima Padilla-Cabal Link Publication -
2019
Title Quantum state transfer via acoustic edge states in a 2D optomechanical array DOI 10.1088/1367-2630/ab51f5 Type Journal Article Author Lemonde M Journal New Journal of Physics Pages 113030 Link Publication -
2019
Title Benchmarking a GATE/Geant4 Monte Carlo model for proton beams in magnetic fields DOI 10.1002/mp.13883 Type Journal Article Author Padilla-Cabal F Journal Medical Physics Pages 223-233 Link Publication -
2019
Title Characterization of EBT3 radiochromic films for dosimetry of proton beams in the presence of magnetic fields DOI 10.1002/mp.13567 Type Journal Article Author Padilla-Cabal F Journal Medical Physics Pages 3278-3284 Link Publication
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2017
Title Electromagnet coupled to an ion beam line Type Improvements to research infrastructure Public Access
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2021
Title Research award 2021 of the Austrian Society of Radiation Oncology (ÖGRO) Type Research prize Level of Recognition National (any country) -
2020
Title Würdigungspreis des Landes Niederösterreich Type Research prize Level of Recognition National (any country) -
2020
Title Award for the best publication in 2020 in the Journal Zeitschrift für Medizinische Physik Type Research prize Level of Recognition Continental/International