Machine Learning for Histologic Subtype Classification of Non-Small Cell Lung Cancer: A Retrospective Multicenter Radiomics Study
نویسندگان
چکیده
منابع مشابه
Radiomics-based Prognosis Analysis for Non-Small Cell Lung Cancer
Radiomics characterizes tumor phenotypes by extracting large numbers of quantitative features from radiological images. Radiomic features have been shown to provide prognostic value in predicting clinical outcomes in several studies. However, several challenges including feature redundancy, unbalanced data, and small sample sizes have led to relatively low predictive accuracy. In this study, we...
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ژورنال
عنوان ژورنال: Frontiers in Oncology
سال: 2021
ISSN: 2234-943X
DOI: 10.3389/fonc.2020.608598