IEEE - Institute of Electrical and Electronics Engineers, Inc. - Creating Robust Predictive Radiomic Models for Data From Independent Institutions Using Normalization

Author(s): Avishek Chatterjee ; Martin Vallieres ; Anthony Dohan ; Ives R. Levesque ; Yoshiko Ueno ; Sameh Saif ; Caroline Reinhold ; Jan Seuntjens
Sponsor(s): Nuclear and Plasma Sciences Society (NPSS)
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 March 2019
Volume: 3
Page(s): 210 - 215
ISSN (Electronic): 2469-7303
ISSN (Paper): 2469-7311
DOI: 10.1109/TRPMS.2019.2893860
Regular:

Purpose: The distribution of a radiomic feature can differ between two institutions due to, for example, different image acquisition parameters, imaging systems, and contouring (i.e., tumor... View More

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