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Harmonization Strategies in Multicenter MRI-Based Radiomics

Radiomics analysis is a powerful tool aiming to provide diagnostic and prognostic patient information directly from images that are decoded into handcrafted features, comprising descriptors of shape, size and textural patterns. Although radiomics is gaining momentum since it holds great promise for...

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Guardat en:
Autors principals: Elisavet Stamoulou, Constantinos Spanakis, Georgios C. Manikis, Georgia Karanasiou, Grigoris Grigoriadis, Theodoros Foukakis, Manolis Tsiknakis, Dimitrios I. Fotiadis, Kostas Marias
Format: Artigo
Idioma:Inglês
Publicat: MDPI AG 2022-11-01
Col·lecció:Journal of Imaging
Matèries:
radiomics
MRI
batch effect
variability
feature stability
image harmonization
Accés en línia:https://www.mdpi.com/2313-433X/8/11/303
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