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Impact of Preprocessing and Harmonization Methods on the Removal of Scanner Effects in Brain MRI Radiomic Features

SIMPLE SUMMARY: As a rapid-development research field, radiomics-based analysis has been applied to many clinical problems. However, the reproducibility of the radiomics studies remain challenging especially when data suffers from scanner effects, a kind of non-biological variations introduced by di...

詳細記述

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書誌詳細
出版年:Cancers (Basel)
主要な著者: Li, Yingping, Ammari, Samy, Balleyguier, Corinne, Lassau, Nathalie, Chouzenoux, Emilie
フォーマット: Artigo
言語:Inglês
出版事項: MDPI 2021
主題:
オンライン・アクセス:https://ncbi.nlm.nih.gov/pmc/articles/PMC8232807/
https://ncbi.nlm.nih.gov/pubmed/34203896
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/cancers13123000
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