The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping

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 assess...

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Detalhes bibliográficos
Publicado no:Radiology
Main 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, El Naqa, Issam, Fedorov, Andriy Y., Gatta, Roberto, Gillies, Robert J., Goh, Vicky, Götz, Michael, Guckenberger, Matthias, Ha, Sung Min, Hatt, Mathieu, Isensee, Fabian, Lambin, Philippe, Leger, Stefan, Leijenaar, Ralph T.H., Lenkowicz, Jacopo, Lippert, Fiona, Losnegård, Are, Maier-Hein, Klaus H., Morin, Olivier, Müller, Henning, Napel, Sandy, Nioche, Christophe, Orlhac, Fanny, Pati, Sarthak, Pfaehler, Elisabeth A.G., Rahmim, Arman, Rao, Arvind U.K., Scherer, Jonas, Siddique, Muhammad Musib, Sijtsema, Nanna M., Socarras Fernandez, Jairo, Spezi, Emiliano, Steenbakkers, Roel J.H.M., Tanadini-Lang, Stephanie, Thorwarth, Daniela, Troost, Esther G.C., Upadhaya, Taman, Valentini, Vincenzo, van Dijk, Lisanne V., van Griethuysen, Joost, van Velden, Floris H.P., Whybra, Philip, Richter, Christian, Löck, Steffen
Formato: Artigo
Idioma:Inglês
Publicado em: Radiological Society of North America 2020
Assuntos:
Original Research
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7193906/
https://ncbi.nlm.nih.gov/pubmed/32154773
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1148/radiol.2020191145
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