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Comparison of radiomic pre-processing steps in the reproducible prediction of disease free survival across multi-scanners/centers

2021-09-08

Abstract excerpt

<title>Abstract</title> <p>Background Features reproducibility and the generalizability of the models are currently among the most important limitations when integrating radiomics into the clinics. Radiomic features are sensitive to imaging acquisition protocols, reconstruction algorithms and parameters, as well as by the different steps of the usual radiomics workflow. We propose a framework for comparing the r...

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Literature Corpus work
62e436d2-c913-5fcc-86e7-0cdc60c8c2cb
DOI
10.21203/rs.3.rs-875843/v1
Open publication

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Comparison of radiomic pre-processing steps in the reproducible prediction of disease free survival across multi-scanners/centersDOI 10.21203/rs.3.rs-875843/v1
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