TY - JOUR
T1 - Exploring offline pileup correction to improve the accuracy of microdosimetric characterization in clinical ion beams
AU - Knopf, Matthias
AU - Barna, Sandra
AU - Radmanovac, Daniel
AU - Bergauer, Thomas
AU - Hirtl, Albert
AU - Magrin, Giulio
N1 - Publisher Copyright:
© 2025 The Author(s). Published on behalf of Institute of Physics and Engineering in Medicine by IOP Publishing Ltd.
PY - 2025/7/6
Y1 - 2025/7/6
N2 - Objective. Microdosimetry investigates the energy deposition of ionizing radiation at microscopic scales, beyond the assessment capabilities of macroscopic dosimetry. This contributes to an understanding of the biological response in radiobiology, radiation protection and radiotherapy. Microdosimetric pulse height spectra are usually measured using an ionization detector in pulsed readout mode. This incorporates a charge-sensitive amplifier followed by a shaping network. At high particle rates, the pileup of multiple pulses leads to distortions in the recorded spectra. Especially for gas-based detectors, this is a significant issue, that can be reduced by using solid-state detectors with smaller cross-sectional areas and faster readout speeds. At particle rates typical for ion therapy, however, such devices will also experience pileup. Mitigation techniques often focus on avoiding pileup altogether, while post-processing approaches are rarely investigated.Approach. This work explores pileup effects in microdosimetric measurements and presents a stochastic resampling algorithm, allowing for offline simulation and correction of spectra. Initially it was developed for measuring neutron spectra with tissue equivalent proportional counters and is adapted for the use with solid-state microdosimeters in a clinical radiotherapy setting.Main results. The algorithm was tested on data acquired with solid-state microdosimeters at the MedAustron ion therapy facility. The successful simulation and reduction of pileup counts is achieved by establishing a limited number of parameters for a given setup.Significance. The presented results illustrate the potential of offline correction methods in situations where a direct pileup-free measurement is currently not practicable.
AB - Objective. Microdosimetry investigates the energy deposition of ionizing radiation at microscopic scales, beyond the assessment capabilities of macroscopic dosimetry. This contributes to an understanding of the biological response in radiobiology, radiation protection and radiotherapy. Microdosimetric pulse height spectra are usually measured using an ionization detector in pulsed readout mode. This incorporates a charge-sensitive amplifier followed by a shaping network. At high particle rates, the pileup of multiple pulses leads to distortions in the recorded spectra. Especially for gas-based detectors, this is a significant issue, that can be reduced by using solid-state detectors with smaller cross-sectional areas and faster readout speeds. At particle rates typical for ion therapy, however, such devices will also experience pileup. Mitigation techniques often focus on avoiding pileup altogether, while post-processing approaches are rarely investigated.Approach. This work explores pileup effects in microdosimetric measurements and presents a stochastic resampling algorithm, allowing for offline simulation and correction of spectra. Initially it was developed for measuring neutron spectra with tissue equivalent proportional counters and is adapted for the use with solid-state microdosimeters in a clinical radiotherapy setting.Main results. The algorithm was tested on data acquired with solid-state microdosimeters at the MedAustron ion therapy facility. The successful simulation and reduction of pileup counts is achieved by establishing a limited number of parameters for a given setup.Significance. The presented results illustrate the potential of offline correction methods in situations where a direct pileup-free measurement is currently not practicable.
KW - Radiometry/methods
KW - Algorithms
UR - https://www.scopus.com/pages/publications/105009638246
U2 - 10.1088/1361-6560/ade6bc
DO - 10.1088/1361-6560/ade6bc
M3 - Journal article
C2 - 40541226
SN - 0031-9155
VL - 70
JO - Physics in Medicine and Biology
JF - Physics in Medicine and Biology
IS - 13
M1 - 135008
ER -