Article
The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping.
Radiology - 1 May 2020
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
Abstract excerpt
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...
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