Influence of segmentation margin on machine learning-based high-dimensional quantitative CT texture analysis: a reproducibility study on renal clear cell carcinomas.

Objective: To determine the possible influence of segmentation margin on each step (feature reproducibility, selection, and classification) of the machine learning (ML)-based high-dimensional quantitative computed tomography (CT) texture analysis (qCT-TA) of renal clear cell carcinomas (RcCCs).Mater...

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Detalles Bibliográficos
Publicado en:European Radiology Vol. 29; no. 9; pp. 4765 - 4776
Autores principales: Kocak, Burak, Ates, Ece, Durmaz, Emine Sebnem, Ulusan, Melis Baykara, Kilickesmez, Ozgur
Formato: diagnostic images research tables/charts Journal Article
Publicado: Springer Nature Sep2019
Acceso en línea:Ver este registro en EBSCOhost