Publication: The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping
The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping
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Zwanenburg, A., Vallières, M., Abdalah, M. A., Aerts, H. J. W. L., Andrearczyk, V., Apte, A., Ashrafinia, S., Bakas, S., Beukinga, R. J., Boellaard, R., Bogowicz, M., Boldrini, L., Buvat, I., Cook, G. J. R., Davatzikos, C., Depeursinge, A., Desseroit, M.-C., Dinapoli, N., Dinh, C. V., … Tanadini-Lang, S. (2020). The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping. Radiology, 295(2), 328–338. https://doi.org/10.1148/radiol.2020191145
Abstract
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Abstract
Background Radiomic features may quantify characteristics present in medical imaging. However, the lack of standardized definitions and validated reference values have hampered clinical use. Purpose To standardize a set of 174 radiomic features. Materials and Methods Radiomic features were assessed in three phases. In phase I, 487 features were derived from the basic set of 174 features. Twenty-five research teams with unique radiomics software implementations computed feature values directly from a digital phantom, without any additi
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Creators (Authors)
- Zwanenburg, Alex
- Vallières, Martin
- Abdalah, Mahmoud A
- Aerts, Hugo J W L
- Andrearczyk, Vincent
- Apte, Aditya
- Ashrafinia, Saeed
- Bakas, Spyridon
- Beukinga, Roelof J
- Boellaard, Ronald
- Bogowicz, Marta
- Boldrini, Luca
- Buvat, Irène
- Cook, Gary J R
- Davatzikos, Christos
- Depeursinge, Adrien
- Desseroit, Marie-Charlotte
- Dinapoli, Nicola
- Dinh, Cuong Viet
- Echegaray, Sebastian
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Zwanenburg, A., Vallières, M., Abdalah, M. A., Aerts, H. J. W. L., Andrearczyk, V., Apte, A., Ashrafinia, S., Bakas, S., Beukinga, R. J., Boellaard, R., Bogowicz, M., Boldrini, L., Buvat, I., Cook, G. J. R., Davatzikos, C., Depeursinge, A., Desseroit, M.-C., Dinapoli, N., Dinh, C. V., … Tanadini-Lang, S. (2020). The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping. Radiology, 295(2), 328–338. https://doi.org/10.1148/radiol.2020191145
