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Journal of Medical Signals and Sensors، جلد ۱۰، شماره ۴، صفحات ۲۷۵-۲۸۵
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چکیده فارسی مقاله
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عنوان انگلیسی Radiographic Texture Reproducibility: The Impact of Different Materials, their Arrangement, and Focal Spot Size
چکیده انگلیسی مقاله Purpose: Feature reproducibility is a critical issue in quantitative radiomic studies. The aim of this study is to assess how radiographic radiomic textures behave against changes in phantom materials, their arrangements, and focal spot size. Materials and Methods: A phantom with detachable parts was made using wood, sponge, Plexiglas, and rubber. Each material had 1 cm thickness and was imaged for consecutive time. The phantom also was imaged by change in the arrangement of its materials. Imaging was done with two focal spot sizes including 0.6 and 1.2 mm. All images were acquired with a digital radiography machine. Several texture features were extracted from the same size region of interest in all images. To assess reproducibility, coefficient of variation (COV), intraclass correlation coefficient (ICC), and Bland–Altman tests were used. Results: Results show that 59%, 50%, and 4.5% of all features are most reproducible (COV < 5%) against change in focal spot size, material arrangements, and phantom’s materials, respectively. Results on Bland–Altman analysis showed that there is just a nonreproducible feature against change in the focal spot size. On the ICC results, we observed that the ICCs for more features are > 0.90 and there were few features with ICC lower than 0.90. Conclusions: We showed that radiomic textures are vulnerable against changes in materials, arrangement, and different focal spot sizes. These results suggest that a careful analysis of the effects of these parameters is essential before any radiomic clinical application.
کلیدواژه‌های انگلیسی مقاله Arrangement, focal spot, materials, radiomic textures, reproducibility
نویسندگان مقاله | Younes Qasempour
Student Research Committee, School of Allied Medicine, Kerman University of Medical Sciences, Kerman, Iran


| Amirsalar Mohammadi
Student Research Committee, School of Allied Medicine, Kerman University of Medical Sciences, Kerman, Iran


| Mostafa Rezaie
Student Research Committee, School of Allied Medicine, Kerman University of Medical Sciences, Kerman, Iran


| Parisa Pouryazadanpanah
Student Research Committee, School of Allied Medicine, Kerman University of Medical Sciences, Kerman, Iran


| Fatemeh Ziaddini
Student Research Committee, School of Allied Medicine, Kerman University of Medical Sciences, Kerman, Iran


| comAlma Borbori
Division of Nuclear Medicine and Molecular Imaging, Geneva University Hospital, Geneva , Switzerland


| Isaac Shiri
Department of Biomedical and Health Informatics, Rajaiee Cardiovascular Medical and Research Center, Iran University of Medical Science, Tehran, Iran


| Ghasem Hajianfar
Department of Medical Biotechnology, School of Paramedical Sciences, Qazvin University of Medical Sciences, Qazvin, Iran


| Azam Janati Esfahani
Department of Emergency Medicine, School of Medicine, Kerman University of Medical Sciences, Kerman, Iran


| Sareh Ghasemirad
Student Research Committee, School of Allied Medicine, Kerman University of Medical Sciences, Kerman, Iran Department of Radiologic Sciences and Medical Physics, Faculty of Allied Medicine, Kerman University of Medical Sciences, Kerman, IRan


| Hamid Abdollahi


نشانی اینترنتی http://jmss.mui.ac.ir/index.php/jmss/article/view/549
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زبان مقاله منتشر شده en
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نوع مقاله منتشر شده Original Articles
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