Radiomics Feature Activation Maps as a New Tool for Signature Interpretability

Radiomics Feature Activation Maps as a New Tool for Signature Interpretability

IntroductionIn the field of personalized medicine, radiomics has shown its potential to support treatment decisions. However, the limited feature interpretability hampers its introduction into the clinics. Here, we propose a new methodology to create radiomics feature activation maps, which allows t...

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Bibliographic Details
Main Authors: Diem Vuong, Stephanie Tanadini-Lang, Ze Wu, Robert Marks, Jan Unkelbach, Sven Hillinger, Eric Innocents Eboulet, Sandra Thierstein, Solange Peters, Miklos Pless, Matthias Guckenberger, Marta Bogowicz
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-12-01
Series:Frontiers in Oncology
Subjects:
lung cancer
computed tomography
peritumoral radiomics
radiomics activation maps
local radiomics
interpretability
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2020.578895/full

Internet

https://www.frontiersin.org/articles/10.3389/fonc.2020.578895/full

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