Academic Journal
Application of a low-cost Geiger-Müller monitoring system for clinical radiation environments.
| Title: | Application of a low-cost Geiger-Müller monitoring system for clinical radiation environments. |
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| Authors: | Choi J; Department of Radiation Oncology, Korea University Guro Hospital, Korea University College of Medicine, Seoul, Republic of Korea., Rim CH; Department of Radiation Oncology, Korea University Ansan Hospital, Korea University College of Medicine, Seoul, Republic of Korea., Kim H; Department of Radiation Oncology, Korea University Guro Hospital, Korea University College of Medicine, Seoul, Republic of Korea., Lee W; School of Health and Environmental Science, Korea University, Seoul, Republic of Korea. |
| Source: | Journal of applied clinical medical physics [J Appl Clin Med Phys] 2026 Aug; Vol. 27 (8), pp. e70744. |
| Publication Type: | Journal Article |
| Language: | English |
| Journal Info: | Publisher: Wiley on behalf of American Association of Physicists in Medicine Country of Publication: United States NLM ID: 101089176 Publication Model: Print Cited Medium: Internet ISSN: 1526-9914 (Electronic) Linking ISSN: 15269914 NLM ISO Abbreviation: J Appl Clin Med Phys Subsets: MEDLINE |
| Imprint Name(s): | Publication: 2017- : Malden, MA : Wiley on behalf of American Association of Physicists in Medicine Original Publication: Reston, VA : American College of Medical Physics, c2000- |
| MeSH Terms: | Radiation Monitoring*/instrumentation , Radiation Monitoring*/economics , Radiation Monitoring*/methods , Particle Accelerators*/instrumentation , Phantoms, Imaging*, Brachytherapy/methods ; Humans ; Calibration ; Tomography, X-Ray Computed ; Iridium Radioisotopes |
| Abstract: | Background: Low-cost Geiger-Müller detectors may support clinical radiation monitoring, but their response varies with radiation type and measurement conditions. Purpose: To evaluate an Arduino-based Geiger-Müller monitoring system in representative clinical radiation environments and determine whether condition-specific calibration reduces disagreement with a reference survey meter. Methods: The system was compared with a reference energy-compensated Geiger-Müller survey meter (Ludlum Model 3005) under computed tomography scatter, Ir-192 brachytherapy, and 6 MV linear accelerator maze conditions. Calibration coefficients, expressed as counts per minute (CPM) per µSv/h, were estimated using zero-intercept regression, and method agreement was assessed using bias analysis and Bland-Altman plots. Portable deployment and user acceptability were also evaluated. The effective dead time of the counting chain was estimated using the first-order two-source approximation, and the intrinsic photon energy response was characterized using discrete-energy gamma-emitting sources (Co-57, Cs-137, and Co-60). Calibration-coefficient stability was also assessed at a fixed maze position across nominal dose rates of 100-600 MU/min to isolate count-rate effects. Results: Calibration coefficients ranged from 124 to 133 for computed tomography scatter, 99 to 179 for Ir-192, and 145 to 233 for the 6 MV linear accelerator maze, demonstrating marked condition dependence. Applying condition-specific calibration reduced systematic bias within the evaluated environments. The effective dead time was approximately 258 µs, and the detector showed greater response per unit dose at lower photon energies, consistent with the known energy dependence of uncompensated Geiger-Müller tubes and providing a plausible explanation for the condition-dependent calibration coefficients. At a fixed maze position, the calibration coefficient varied little across nominal dose rates of 100-600 MU/min (coefficient of variation, 3.04%), with no evidence that count-rate dependence dominated within this range. In the linear accelerator maze, mean bias approached zero after distance-specific calibration, whereas the limits of agreement widened with increasing distance. Among 27 respondents, intention for continued use was more strongly associated with perceived stability and lower perceived risk than with numerical agreement alone. Conclusions: With condition-specific calibration, the low-cost monitoring system showed low mean bias relative to the reference instrument in the evaluated low-to-moderate dose-rate clinical environments. These findings support further evaluation of the system as a supplementary tool for routine radiation monitoring and safety checks under comparable clinical conditions. (© 2026 The Author(s). Journal of Applied Clinical Medical Physics published by Wiley Periodicals, LLC on behalf of The American Association of Physicists in Medicine.) |
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| Grant Information: | National Research Foundation of Korea; RS-2024-00334576 Korean government; RS-2025-02303227 Korean government |
| Contributed Indexing: | Keywords: Geiger–Müller detector; calibration coefficient; radiation monitoring; radiation protection; survey meter |
| Substance Nomenclature: | 0 (Iridium Radioisotopes) |
| Entry Date(s): | Date Created: 20260814 Date Completed: 20260814 Latest Revision: 20260925 |
| Update Code: | 20260925 |
| PubMed Central ID: | PMC13473700 |
| DOI: | 10.1002/acm2.70744 |
| PMID: | 42596075 |
| Database: | MEDLINE |
| ISSN: | 1526-9914 |
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| DOI: | 10.1002/acm2.70744 |