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should be individualized, emphasizing both image quality and appropriate dose levels. The optimization process, a collaborative effort among key professionals, concentrates on enhancing equipment performance, customizing examination protocols, and promoting responsible staff behavior. The medical industry plays a key function by offering advanced radiation dose optimization tools and comprehensive training, extending beyond basic machine operation to encompass the application of preset examination protocols. Clinically certified diagnostic radiology medical physicists take a central role in daily imaging activities, leading the optimization process to ensure the safe and efficient use of X-ray technology, thereby contributing to heightened patient care and overall healthcare quality.
Funding
This research received no specific grant from any funding agency in the public, commercial, or not-for-profit sectors.
Conflicts of interest The authors declare no conflict of interest.
Data availability statement
No new data were created or analysed during this study. Data sharing is not applicable to this article.
References
AAPM. 2002. Quality control in diagnostic radiology. Report of Task Group # 12 Diagnostic X-ray Imaging Committee. AAPM Report No. 74. Madison.
Bertho J-M., Bourguignon M. 2023. La relation linéaire sans seuil( LNT) et l’ évolution du système de radioprotection [ The linear non-threshold( LNT) relationship and the evolution of the radiological protection system ]. Radioprotection 58: 241 – 242.
Bawazeer O, Saleem R, Alhazmi M, Asiri N, Mohammed T, Alsaab A, Algethami M, Sedayo A, Ajlouni A. 2022. Assessment of pediatric radiation doses in brain CT procedures. Radioprotection 57: 305 – 310.
Bluekens AM, Veldkamp WJ, Schuur KH, Karssemeijer N, BroedersMJ, den Heeten GJ. 2015. The potential use of ultra-low radiation dose images in digital mammography � a clinical proof-of-concept study in craniocaudal views. British Journal of Radiology 88: 20140626.
Brenner DJ, Hall EJ. 2007. Computed tomography � an increasing source of radiation exposure. New England Journal of Medicine 357: 2277 – 2284.
Chambers CE, Awuor S. 2018. Reducing radiation dose: equipment, procedure, and operator Perfecting the Trifecta. Catheterization and Cardiovascular Interventions 92: 1237 – 1238.
Chartrand G, Cheng PM, Vorontsov E, Drozdzal M, Turcotte S, Pal CJ, Tang A. 2017. Deep learning: a primer for radiologists. Radiographics 37: 2113 – 2131.
Dance DR, Christofides S, Maidment ADA, McLean ID, Ng KH. 2014. Diagnostic radiology physics. In: Diagnostic Radiology Physics: A Handbook for Teachers and Students( IAEA, Eds). IAEA, Vienna, pp. 1-1.
Delis H, Christaki K, Healy B, Loreti G, Poli GL, Toroi P, Meghzifene A. 2017. Moving beyond quality control in diagnostic radiology and the role of the clinically qualified medical physicist. Physica Medica 41: 104 – 108.
Eberhard M, Alkadhi H. 2020. Machine learning and deep neural networks: applications in patient and scan preparation, contrast medium, and radiation dose optimization. Journal of Thoracic Imaging 35( Suppl 1): S17 – S20.
EC. 2012. Criteria for Acceptability of Medical Radiological Equipment used in Diagnostic Radiology, Nuclear Medicine and Radiotherapy, Radiation Protection No. 162. Luxemburg.
El Mansouri M, Sekkat H, Talbi M et al. 2024. FMECA process analysis for managing the failures of 16-Slice CT scanner. J Fail Anal Prevenv 24: 436 – 442.
El Mansouri M, Talbi M, Choukri A, Nhila O, Aabid M. 2022. Establishing local diagnostic reference levels for adult computed tomography in Morocco. Radioprotection 57: 61 – 66.
El Mansouri M, Talbi M, Khatar Z, Nhila O, Sekkat H, Tahiri Z. 2024. Assessing the influence of X-ray spectrum on image quality in abdominal computed tomography scans. Radiation Effects and Defects in Solids. DOI: 10.1080 / 10420150.2024.2332208
El Mansouri M, Talbi M, Tahiri Z, et al. 2023. Application of the Pareto tool for the analysis of CT scanner failures. J Fail Anal Prevent 23: 2039 – 2043. EFOMP. 2015. Quality control in digital mammography. EFOMP
Mammo Working Group, EFOMP. Gingold EL. 2017. The medical physicist’ s role in radiation optimization. J Am Coll Radiol 14: 1335 – 1336. Gollub MJ, Arya S, Zhu H. 2017. The role of imaging in the human microbiome. J Magn Resonance Imag 45: 320 – 326.
Greffier J, Bigand E, Hornbeck A, Etard C, Salvat C. 2017. Rapport SFPM n ° 32 sur les Niveaux de Référence en Radiologie Interventionnelle.
Greffier J, Frandon J, Pereira F, Hamard A, Beregi JP, Larbi A, Omoumi P. 2020. Optimization of radiation dose for CT detection of lytic and sclerotic bone lesions: a phantom study. Eur Radiol 30: 1075 – 1078.
HERCA. 2020. CT Manufacturer’ s Voluntary Commitment Regarding CT Dose to HERCA Working Group“ Medical Application”/ Sub-Working Group“ CT Manufacturers’ involvement.” 2010. Retrieved from https:// www. french-nuclear-safety. fr / Media / Files / CT-Manufacturer-s-Voluntary-Commitment.
Housni A, ES-Samssar O, Saoud B, El Amrani N, Malou M, Amazian K, Essahlaoui A, Labzour A. 2023. Radiation protection in the operating room: Need for training, qualification and accompaniment for the professionals. Radioprotection 58: 37 – 42.
IAEA. 2007. Dosimetry in Diagnostic Radiology: An International Code of Practice, Technical Reports Series No. 457 Vienna: IAEA.
IAEA. 2011. Quality Assurance Programme for Digital Mammography, Human Health Series No. 17 Vienna: IAEA.
IAEA. 2011. Status of Computed Tomography Dosimetry for Wide Cone Beam Scanners, Human Health Reports No. 5 Vienna: IAEA.
IAEA. 2012. Quality Assurance Programme for Computed Tomography: Diagnostic and Therapy Applications, Human Health Series No. 19 Vienna: IAEA.
IAEA. 2013. Roles and Responsibilities, and Education and Training Requirements for Clinically Qualified Medical Physicists, Human Health Series No. 25 Vienna: IAEA.
IAEA. 2014. Radiation Protection and Safety of Radiation Sources: International Basic Safety Standards. Vienna: IAEA.
IAEA. 2015. Worldwide Implementation of Digital Imaging in Radiology, Human Health Series No. 28 Vienna: IAEA.
IAEA. 2018. Radiation Protection and Safety in Medical Uses of Ionizing Radiation, IAEA Safety Standards Series No. SSG-46. Vienna: IAEA.