Radiomics Feature Activation Maps as a New Tool for Signature Interpretability

INTRODUCTION: In 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...

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Salvato in:
Dettagli Bibliografici
Pubblicato in:Front Oncol
Autori principali: Vuong, Diem, Tanadini-Lang, Stephanie, Wu, Ze, Marks, Robert, Unkelbach, Jan, Hillinger, Sven, Eboulet, Eric Innocents, Thierstein, Sandra, Peters, Solange, Pless, Miklos, Guckenberger, Matthias, Bogowicz, Marta
Natura: Artigo
Lingua:Inglês
Pubblicazione: Frontiers Media S.A. 2020
Soggetti:
Oncology
Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC7753181/
https://ncbi.nlm.nih.gov/pubmed/33364192
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fonc.2020.578895
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