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Margaroni V, Karaiskos P, Iosif A, Episkopakis A, Koutsouveli E, Pappas EP. On the correction factors for small field dosimetry in 1.5T MR-linacs. Phys Med Biol 2025; 70:025011. [PMID: 39761634 DOI: 10.1088/1361-6560/ada682] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2024] [Accepted: 01/06/2025] [Indexed: 01/18/2025]
Abstract
Objective. Clinical dosimetry in the presence of a 1.5 T magnetic field is challenging, let alone in case small fields are involved. The scope of this study is to determine a set of relevant correction factors for a variety of MR-compatible detectors with emphasis on small fields. Two dosimetry formalisms adopted from the literature are considered.Approach. Six small-cavity ionization chambers (from three manufacturers), four active solid-state detectors and a thermoluminescence dosimeter microcube were modeled in the EGSnrc Monte Carlo code. Phase space files for field sizes down to 1 × 1 cm2of the Unity 1.5 T/7 MV MR-linac (Elekta, UK) were used as source models. Simulations were performed to calculate thekQB,QfB,f(also known askB,Q),kQmsrB,fmsrandkQclin,QmsrB,fclin,fmsrrelevant to two different dosimetry formalisms. Two detector orientations with respect to the magnetic field were considered. Moreover, the effect of the ionization chamber's stem length (a construction parameter) on the correction factor was investigated. Simulations were also carried out to determine whether correction factors obtained in water can be applied in dosimetry procedures involving water-equivalent solid phantoms.Main results. Under thekQB,QfB,f-based formalism, the required corrections to ionization chamber responses did not exceed 1.5% even for the smallest field size considered. A much wider range ofkQB,QfB,fvalues was obtained for the active solid-state detectors included in the simulations. This is the first study to reportkQclin,QmsrB,fclin,fmsrvalues for ionization chambers. The impact of the stem on correction factors is not significant for lengths ⩾0.75 cm. Correction factors determined in water are also valid in dosimetry protocols employing solid phantoms.Significance. This work substantially expands the range of available detectors that can be used in small field dosimetry, enabling more options for commissioning, beam modeling and quality assurance procedures in 1.5 T MR-Linacs. However, more studies are needed to establish a complete and reliable dataset.
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Affiliation(s)
- Vasiliki Margaroni
- Medical Physics Laboratory, School of Medicine, National and Kapodistrian University of Athens, 75 Mikras Asias, Goudi, 115 27 Athens, Greece
| | - Pantelis Karaiskos
- Medical Physics Laboratory, School of Medicine, National and Kapodistrian University of Athens, 75 Mikras Asias, Goudi, 115 27 Athens, Greece
| | - Andreas Iosif
- Medical Physics Laboratory, School of Medicine, National and Kapodistrian University of Athens, 75 Mikras Asias, Goudi, 115 27 Athens, Greece
| | - Anastasios Episkopakis
- Medical Physics Laboratory, School of Medicine, National and Kapodistrian University of Athens, 75 Mikras Asias, Goudi, 115 27 Athens, Greece
- Global Clinical Operations, Elekta Ltd, Fleming Way, RH10 99RR Crawley, West Sussex, United Kingdom
| | - Efi Koutsouveli
- Medical Physics Department, Hygeia Hospital, Kifisias Avenue and 4 Erythrou Stavrou, Marousi, 151 23 Athens, Greece
| | - Eleftherios P Pappas
- Medical Physics Laboratory, School of Medicine, National and Kapodistrian University of Athens, 75 Mikras Asias, Goudi, 115 27 Athens, Greece
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van den Dobbelsteen M, Lessard B, Côté B, Hackett SL, Mugnes JM, Therriault-Proulx F, Lambert-Girard S, Uijtewaal P, de Vries LJM, Archambault L, Bosma T, van Asselen B, Raaymakers BW, Fast MF. An improved calibration procedure for accurate plastic scintillation dosimetry on an MR-linac. Phys Med Biol 2024; 69:24NT02. [PMID: 39569938 DOI: 10.1088/1361-6560/ad9544] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2024] [Accepted: 11/20/2024] [Indexed: 11/22/2024]
Abstract
Objective.Plastic scintillation dosimeters (PSDs) are highly suitable for real-time dosimetry on the MR-linac. For optimal performance, the primary signal (scintillation) needs to be separated from secondary optical effects (Cerenkov, fluorescence and optical fiber attenuation). This requires a spectral separation approach and careful calibration. Currently, the 'classic' calibration is a multi-step procedure using both kV and MV x-ray sources, requiring an uninterrupted optical connection between the dosimeter and read-out system, complicating efficient use of PSDs. Therefore, we present a more time-efficient and more practical novel calibration technique for PSDs suitable for MR-linac dosimetry.Approach.The novel calibration relies on prior spectral information combined with two 10 × 10 cm2field irradiations on the 1.5 T MR-linac. Performance of the novel calibration technique was evaluated focusing on its reproducibility, performance characteristics (repeatability, linearity, dose rate dependency, output factors, angular response and detector angle dependency) and IMRT deliveries. To investigate the calibration stability over time, prior spectral information up to 315 days old was used. To quantify the time efficiency, each step of the novel and classic calibration was timed.Main results.The novel calibration showed a high reproducibility with a maximum relative standard deviation of 0.2%. The novel method showed maximum differences of 1.2% compared to the gold-standard calibration, while reusing old classic calibrations after reconnecting fibers showed differences up to 3.0%. The novel calibration improved time efficiency from 105 to 30 min compared to the classic method.Significance.The novel calibration method showed a gain in time efficiency and practicality while preserving the dosimetric accuracy. Therefore, this method can replace the traditional method for PSDs suitable for MR-linac dosimetry, using prior spectral information of up to a year. This novel calibration facilitates reconnecting the detector to the read-out system which would lead to unacceptable dosimetric results with the classic calibration method.
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Affiliation(s)
| | | | | | - Sara L Hackett
- Department of Radiotherapy, University Medical Centre Utrecht, Utrecht, The Netherlands
| | | | | | | | - Prescilla Uijtewaal
- Department of Radiotherapy, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Laurie J M de Vries
- Department of Radiotherapy, University Medical Centre Utrecht, Utrecht, The Netherlands
| | | | - Tom Bosma
- Department of Radiotherapy, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Bram van Asselen
- Department of Radiotherapy, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Bas W Raaymakers
- Department of Radiotherapy, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Martin F Fast
- Department of Radiotherapy, University Medical Centre Utrecht, Utrecht, The Netherlands
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Hu X, Rigamonti D, Villa I, Pollice L, Mauri M, Molin AD, Tardocchi M, Meinardi F, Weder C, Monguzzi A. Sensitized Triplet-Triplet Annihilation in Nanostructured Polymeric Scintillators Allows for Pulse Shape Discrimination. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2024; 36:e2400443. [PMID: 38656603 DOI: 10.1002/adma.202400443] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Revised: 04/05/2024] [Indexed: 04/26/2024]
Abstract
Scintillating materials emit light when exposed to ionizing radiation or particles and are used for the detection of nuclear threats, medical imaging, high-energy physics, and other usages. For some of these applications, it is vital to distinguish neutrons and charged particles from γ-rays. This is achievable by pulse shape discrimination (PSD), a time-gated technique, which exploits that the scintillation kinetics can depend on the nature of the incident radiation. However, it proves difficult to realize efficient PSD with plastic scintillators, which have several advantages over liquid or crystalline scintillating materials, including mechanical robustness and shapeability. It is shown here that sensitive and rapid PSD is possible with nanostructured polymer scintillators that consist of a solid polymer matrix and liquid nanodomains in which an organic dye capable of triplet-triplet annihilation (TTA) is dissolved. The liquid nature of the nanodomains renders TTA highly efficient so that delayed fluorescence can occur at low energy density. The nanostructured polymer scintillators allow discriminating α particles, neutrons, and γ-rays with a time response that is better than that of commercial scintillators. Exploiting that the liquid nanodomains can facilitate energy transfer processes otherwise difficult to realize in solid polymers, an auxiliary triplet sensitizer is incorporated. This approach further increases the scintillator's sensitivity toward α particles and neutrons and other high-energy processes where localized interactions are involved.
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Affiliation(s)
- Xueqian Hu
- Adolphe Merkle Institute, University of Fribourg, Fribourg, CH-1700, Switzerland
| | - Davide Rigamonti
- Institute for Plasma Science and Technology, National Research Council of Italy, Via Roberto Cozzi 53, Milan, 20125, Italy
| | - Irene Villa
- Department of Materials Science, University of Milano-Bicocca, Via R. Cozzi 55, Milano, 20125, Italy
| | - Luca Pollice
- Department of Materials Science, University of Milano-Bicocca, Via R. Cozzi 55, Milano, 20125, Italy
| | - Michele Mauri
- Department of Materials Science, University of Milano-Bicocca, Via R. Cozzi 55, Milano, 20125, Italy
| | - Andrea Dal Molin
- Institute for Plasma Science and Technology, National Research Council of Italy, Via Roberto Cozzi 53, Milan, 20125, Italy
| | - Marco Tardocchi
- Institute for Plasma Science and Technology, National Research Council of Italy, Via Roberto Cozzi 53, Milan, 20125, Italy
| | - Francesco Meinardi
- Department of Materials Science, University of Milano-Bicocca, Via R. Cozzi 55, Milano, 20125, Italy
| | - Christoph Weder
- Adolphe Merkle Institute, University of Fribourg, Fribourg, CH-1700, Switzerland
| | - Angelo Monguzzi
- Department of Materials Science, University of Milano-Bicocca, Via R. Cozzi 55, Milano, 20125, Italy
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Khan AU, Das IJ, Yadav P. Computational and experimental small field dosimetry using a commercial plastic scintillator detector for the 0.35 T MR-linac. Phys Med 2024; 123:103403. [PMID: 38870643 DOI: 10.1016/j.ejmp.2024.103403] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 05/08/2024] [Accepted: 06/05/2024] [Indexed: 06/15/2024] Open
Abstract
PURPOSE Although plastic scintillator detectors (PSDs) are considered ideal dosimeters for small field dosimetry in conventional linear accelerators (linacs), the impact of the magnetic field strength on the response of the PSD must be investigated. METHODS A linac Monte Carlo (MC) head model for a low-field MR-linac was validated for small field dosimetry and utilized to calculate field output factors (OFs). The MC-calculated OFs were compared with the treatment planning system (TPS)-calculated OFs and measured OFs using a Blue Physics (BP) Model 10 commercial PSD and a synthetic diamond detector. The field-specific correction factors, [Formula: see text] , were calculated for the PSD in the presence of a 0.35 T and magnetic field. The impact of the source focal spot size and initial electron energy on the MC-calculated OFs was investigated. RESULTS Good agreement to within 2 % was found between the MC-calculated OFs and BP PSD OFs except for the 0.415 × 0.415 cm2 field size. The BP PSD [Formula: see text] correction factors were calculated to be within 1 % of unity. For field sizes ≥1.66 × 1.66 cm2, the MC-calculated OFs were relatively insensitive to the focal spot size and initial electron energy to within 2.5 %. However, for smaller field sizes, the MC-calculated OFs were found to differ up to 9.50 % and 7.00 % when the focal spot size and initial electron energy was varied, respectively. CONCLUSIONS The BP PSD was deemed suitable for small field dosimetry in MR-linacs without requiring any [Formula: see text] correction factors.
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Affiliation(s)
- Ahtesham Ullah Khan
- Department of Radiation Oncology, Northwestern Memorial Hospital, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA.
| | - Indra J Das
- Department of Radiation Oncology, Northwestern Memorial Hospital, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Poonam Yadav
- Department of Radiation Oncology, Northwestern Memorial Hospital, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA.
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Oolbekkink S, van Asselen B, Woodings SJ, Wolthaus JWH, de Vries JHW, van Appeldoorn AA, Feijoo M, van den Dobbelsteen M, Raaymakers BW. Influence of magnetic field on a novel scintillation dosimeter in a 1.5 T MR-linac. J Appl Clin Med Phys 2024; 25:e14180. [PMID: 38011008 PMCID: PMC10795437 DOI: 10.1002/acm2.14180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 08/23/2023] [Accepted: 09/18/2023] [Indexed: 11/29/2023] Open
Abstract
For commissioning and quality assurance for adaptive workflows on the MR-linac, a dosimeter which can measure time-resolved dose during MR image acquisition is desired. The Blue Physics model 10 scintillation dosimeter is potentially an ideal detector for such measurements. However, some detectors can be influenced by the magnetic field of the MR-linac. To assess the calibration methods and magnetic field dependency of the Blue Physics scintillator in the 1.5 T MR-linac. Several calibration methods were assessed for robustness. Detector characteristics and the influence of the calibration methods were assessed based on dose reproducibility, dose linearity, dose rate dependency, relative output factor (ROF), percentage depth dose profile, axial rotation and the radial detector orientation with respect to the magnetic field. The potential application of time-resolved dynamic dose measurements during MRI acquisition was assessed. A variation of calibration factors was observed for different calibration methods. Dose reproducibility, dose linearity and dose rate stability were all found to be within tolerance and were not significantly affected by different calibration methods. Measurements with the detector showed good correspondence with reference chambers. The ROF and radial orientation dependence measurements were influenced by the calibration method used. Axial detector dependence was assessed and relative readout differences of up to 2.5% were observed. A maximum readout difference of 10.8% was obtained when rotating the detector with respect to the magnetic field. Importantly, measurements with and without MR image acquisition were consistent for both static and dynamic situations. The Blue Physics scintillation detector is suitable for relative dosimetry in the 1.5 T MR-linac when measurements are within or close to calibration conditions.
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Affiliation(s)
- Stijn Oolbekkink
- Department of RadiotherapyUniversity Medical Center UtrechtUtrechtThe Netherlands
| | - Bram van Asselen
- Department of RadiotherapyUniversity Medical Center UtrechtUtrechtThe Netherlands
| | - Simon J. Woodings
- Department of RadiotherapyUniversity Medical Center UtrechtUtrechtThe Netherlands
| | | | | | | | | | | | - Bas W. Raaymakers
- Department of RadiotherapyUniversity Medical Center UtrechtUtrechtThe Netherlands
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Das IJ, Sohn JJ, Lim SN, Sengupta B, Feijoo M, Yadav P. Characteristics of a plastic scintillation detector in photon beam dosimetry. J Appl Clin Med Phys 2024; 25:e14209. [PMID: 37983685 PMCID: PMC10795454 DOI: 10.1002/acm2.14209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Revised: 10/24/2023] [Accepted: 11/04/2023] [Indexed: 11/22/2023] Open
Abstract
BACKGROUND Plastic scintillating detectors (PSD) have gained popularity due to small size and are ideally suited in small-field dosimetry due to no correction needed and hence detector reading can be compared to dose. Likewise, these detectors are active and water equivalent. A new PSD from Blue Physics is characterized in photon beam. PURPOSE Innovation in small-field dosimetry detector has led us to examine Blue Physics PSD (BP-PSD) for use in photon beams from linear accelerator. METHODS BP-PSD was acquired and its characteristics were evaluated in photon beams from a Varian TrueBeam. Data were collected in a 3D water tank. Standard parameters; dose, dose rate, energy, angular dependence and temperature dependence were studied. Depth dose, profiles and output in a reference condition as well as small fields were measured. RESULTS BP-PSD is versatile and provides data very similar to an ion chamber when Cerenkov radiation is properly accounted. This device measures data pulse by pulse which very few detectors can perform. The differences between ion chamber data and PSD are < 2% in most cases. The angular dependence is a bit pronounces to 1.5% which is due to PSD housing. Depth dose and profiles are comparable within < 1% to an ion chamber. For small fields this detector provides suitable field output factor compared to other detectors and Monte Carlo (MC) simulated data without any added correction factor. CONCLUSIONS The characteristics of Blue Physics PSD is uniquely suitable in photon beam and more so in small fields. The data are reproducible compared to ion chamber for most parameters and ideally suitable for small-field dosimetry without any correction factor.
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Affiliation(s)
- Indra J. Das
- Department of Radiation OncologyNorthwest Memorial HospitalNorthwestern University Feinberg School of MedicineChicagoIllinoisUSA
| | - Jooyoung J. Sohn
- Department of Radiation OncologyNorthwest Memorial HospitalNorthwestern University Feinberg School of MedicineChicagoIllinoisUSA
| | - Sara N. Lim
- Department of Radiation OncologyNorthwest Memorial HospitalNorthwestern University Feinberg School of MedicineChicagoIllinoisUSA
| | - Bishwambhar Sengupta
- Department of Radiation OncologyNorthwest Memorial HospitalNorthwestern University Feinberg School of MedicineChicagoIllinoisUSA
| | | | - Poonam Yadav
- Department of Radiation OncologyNorthwest Memorial HospitalNorthwestern University Feinberg School of MedicineChicagoIllinoisUSA
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Andersen CE. Magnetic field influence on the light yield from fiber-coupled BCF-60 plastic scintillators of relevance for output factor dosimetry in MR-linacs. Biomed Phys Eng Express 2023; 10:015016. [PMID: 38064731 DOI: 10.1088/2057-1976/ad13aa] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2023] [Accepted: 12/08/2023] [Indexed: 12/20/2023]
Abstract
Organic plastic scintillators are of interest for ionizing radiation dosimetry in megavoltage photon beams because plastic scintillators have a mass density very similar to that of water. This leads to insignificant perturbation of the electron fluence at the point of measurement in a water phantom. This feature is a benefit for dosimetry in strong magnetic fields (e.g., 1.5 T) as found in linacs with magnetic resonance imaging. The objective of this work was to quantify if the light yield per dose for the scintillating fiber BCF-60 material from Saint-Gobain Ceramics and Plastics Inc. is constant regardless of the magnetic flux density. This question is of importance for establishing traceable measurement in MR linacs using this detector type. Experiments were carried out using an accelerator combined with an electromagnet (max 0.7 T). Scintillator probes were read out using chromatic stem-removal techniques based on two optical channels or full spectral information. Reference dosimetry was carried out with PTW31010 and PTW31021 ionization chambers. TOPAS/GEANT4 was used for modelling. The light yield per dose for the BCF-60 was found to be strongly influenced by the magnitude of the magnetic field from about 1 mT to 0.7 T. The light yield per dose increased (1.3 ± 0.2)% (k = 1) from 1 mT to 10 mT and it increased (4.5 ± 0.9)% (k = 1) from 0 T to 0.7 T. Previous studies of the influence of magnetic fields on medical scintillator dosimetry have been unable to clearly identify if observed changes in scintillator response with magnetic field strength were related to changes in dose, stem signal removal, or scintillator light yield. In the current study of BCF-60, we see a clear change in light yield with magnetic field, and none of the other effects.
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Affiliation(s)
- Claus E Andersen
- DTU Health Tech, Technical University of Denmark, 4000 Roskilde, Denmark
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Klavsen MF, Ankjærgaard C, Boye K, Behrens CP, Vogelius IR, Ehrbar S, Baumgartl M, Rippke C, Buchele C, Renkamp CK, Santurio GV, Andersen CE. Accumulated dose implications from systematic dose-rate transients in gated treatments with Viewray MRIdian accelerators. Biomed Phys Eng Express 2023; 9:065001. [PMID: 37591227 DOI: 10.1088/2057-1976/acf138] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Accepted: 08/17/2023] [Indexed: 08/19/2023]
Abstract
The combination of magnetic resonance (MR) imaging and linear accelerators (linacs) into MR-Linacs enables continuous MR imaging and advanced gated treatments of patients. Previously, a dose-rate transient (∼8% reduced dose rate during the initial 0.5 s of each beam) was identified for a Viewray MRIdian MR-Linac (Klavsenet al2022Radiation Measurement106759). Here, the dose-rate transient is studied in more detail at four linacs of the same type at different hospitals. The implications of dose-rate transients were examined for gated treatments. The dose-rate transients were investigated using dose-per pulse measurements with organic plastic scintillators in three experiments: (i) A gated treatment with the scintillator placed in a moving target in a dynamic phantom, (ii) a gated treatment with the same dynamic conditions but with the scintillator placed in a stationary target, and (iii) measurements in a water-equivalent material to examine beam quality deviations at a dose-per-pulse basis. Gated treatments (i) compared with non-gated treatments with a static target in the same setup showed a broadening of accumulated dose profiles due to motion (dose smearing). The linac with the largest dose-rate transient had a reduced accumulated dose of up to (3.1 ± 0.65) % in the center of the PTV due to the combined dose smearing and dose-rate transient effect. Dose-rate transients were found to vary between different machines. Two MR-Linacs showed initial dose-rate transients that could not be identified from conventional linearity tests. The source of the transients includes an initial change in photon fluence rate and an initial change in x-ray beam quality. For gated treatments, this caused a reduction of more than 1% dose delivered at the central part of the beam for the studied, cyclic-motion treatment plan. Quality assurance of this effect should be considered when gated treatment with the Viewray MRIdian is implemented clinically.
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Affiliation(s)
- M F Klavsen
- DTU Health Tech, Technical University of Denmark, Roskilde, Denmark
| | - C Ankjærgaard
- DTU Health Tech, Technical University of Denmark, Roskilde, Denmark
| | - K Boye
- Dept. of Oncology, Copenhagen University Hospital-Rigshospitalet, Copenhagen, Denmark
| | - C P Behrens
- DTU Health Tech, Technical University of Denmark, Roskilde, Denmark
- Dept. of Oncology, Copenhagen University Hospital-Herlev and Gentofte, Copenhagen, Denmark
| | - I R Vogelius
- Dept. of Oncology, Copenhagen University Hospital-Rigshospitalet, Copenhagen, Denmark
- Faculty of Health and Medical Sciences, University of Copenhagen- Copenhagen, Denmark
| | - S Ehrbar
- Dept. of Radiation Oncology, University Hospital Zürich and University of Zürich, Zürich, Switzerland
| | - M Baumgartl
- Dept. of Radiation Oncology, University Hospital Zürich and University of Zürich, Zürich, Switzerland
| | - C Rippke
- Dept. of Oncology, University Hospital Heidelberg, Heidelberg, Germany
| | - C Buchele
- Dept. of Oncology, University Hospital Heidelberg, Heidelberg, Germany
| | - C K Renkamp
- Dept. of Oncology, University Hospital Heidelberg, Heidelberg, Germany
| | - G V Santurio
- Dept. of Oncology, Copenhagen University Hospital-Herlev and Gentofte, Copenhagen, Denmark
| | - C E Andersen
- DTU Health Tech, Technical University of Denmark, Roskilde, Denmark
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