Titlebook: Basics of Image Processing; The Facts and Challe Ángel Alberich-Bayarri,Fuensanta Bellvís-Bataller Book 2023 EuSoMII 2023 Harmonization.Fea

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How to Extract Radiomic Features from Imaging,lysis involves several steps, starting with image acquisition and preprocessing, followed by segmentation. Radiomics features are then extracted, which include shape, intensity, texture, and statistical measures, among others. These features are then subjected to machine learning algorithms to ident

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Facts and Needs to Improve Radiomics Reproducibility,herapeutic responses objectively. Radiomics extends this by capturing a multitude of quantitative features from medical images, potentially revolutionizing diagnostics and prognostics. However, the clinical integration and global applicability of radiomics are reported to be hampered by the lack of

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Harmonization in the Image Domain,acquisition protocol is one of several factors that affect image quality. The acquisition protocol is the combination of parameters that, for a given image modality, define image characteristics such as contrast or dynamic range. Even when the acquisition protocol is standardized, many other factors

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Harmonization in the Features Domain,ency across different platforms, institutions, and studies. Two primary approaches are discussed: identifying stable radiomic variables and employing normalization techniques..Reproducibility is a key concern, as radiomic features must be robust to variations in imaging protocols, patient characteri