Segmentation Uncertainty Estimation as a Sanity Check for Image Biomarker Studies

SIMPLE SUMMARY: Radiomics is referred to as quantitative image biomarker analysis. Due to the uncertainty in image acquisition, processing, and segmentation (delineation) protocols, the radiomic biomarkers lack reproducibility. In this manuscript, we show how this protocol-induced uncertainty can dr...

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Detalles Bibliográficos
Autores principales: Zhovannik, Ivan, Bontempi, Dennis, Romita, Alessio, Pfaehler, Elisabeth, Primakov, Sergey, Dekker, Andre, Bussink, Johan, Traverso, Alberto, Monshouwer, René
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8909427/
https://www.ncbi.nlm.nih.gov/pubmed/35267597
http://dx.doi.org/10.3390/cancers14051288

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