Radiomics and the Aid in Diagnosis and Prognosis of COVID-19
DOI:
https://doi.org/10.5753/compbr.2020.42.4447Keywords:
COVID-19, Pandemic, Radiomics, Diagnosis, PrognosisAbstract
Radiomics is a process designed to extract a large volume of quantitative descriptors from specific regions of exams, placing them in a shared database for subsequent mining of information that will generate hypotheses, tests, or both. This paper discusses the support of the Radiomics technique in the diagnosis and prognosis of Covid-19 cases.
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Doi K. (2007). Computer-aided diagnosis in medical imaging: historical review, current status and future potential. Computerized medical imaging and graphics: the official journal of the Computerized Medical Imaging Society, 31(4-5), 198–211. DOI: 10.1016/j.compmedimag.2007.02.002
Kumar, V., Gu, Y., Basu, S., Berglund, A., Eschrich, S. A., Schabath, M. B., Forster, K., Aerts, H. J., Dekker, A., Fenstermacher, D., Goldgof, D. B., Hall, L. O., Lambin, P., Balagurunathan, Y., Gatenby, R. A., & Gillies, R. J. (2012). Radiomics: the process and the challenges. Magnetic resonance imaging,30(9), 1234–1248. DOI: 10.1016/j.mri.2012.06.010
Lambin, P., Rios-Velazquez, E., Leijenaar, R., Carvalho, S., van Stiphout, R. G., Granton, P., Zegers, C. M., Gillies, R., Boellard, R., Dekker, A., & Aerts, H. J. (2012). Radiomics: extracting more information from medical images using advanced feature analysis. European journal of cancer (Oxford, England : 1990), 48(4), 441–446. DOI: 10.1016/j.ejca.2011.11.036
Gillies, R. J., Kinahan, P. E., & Hricak, H. (2016). Radiomics: Images Are More than Pictures, They Are Data. Radiology, 278(2), 563–577. DOI: 10.1148/radiol.2015151169
[link]
Fang, M., He, B., Li, L. et al. CT radiomics can help screen the Coronavirus disease 2019 (COVID-19): a preliminary study. Sci. China Inf. Sci. 63, 172103 (2020). DOI: 10.1007/s11432-020-2849-3
Wu Q, Wang S, Li L, Wu Q, Qian W, Hu Y, Li L, Zhou X, Ma H, Li H, Wang M, Qiu X, Zha Y, Tian J. Radiomics Analysis of Computed Tomography helps predict poor prognostic outcome in COVID-19. Theranostics 2020; 10(16):7231-7244. DOI: 10.7150/thno.46428. Available from [link]
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