Radiomics Repeatability Pitfalls in a Scan-Rescan MRI Study of Glioblastoma

PURPOSE: To determine the influence of preprocessing on the repeatability and redundancy of radiomics features extracted using a popular open-source radiomics software package in a scan-rescan glioblastoma MRI study. MATERIALS AND METHODS: In this study, a secondary analysis of T2-weighted fluid-att...

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Detalhes bibliográficos
Publicado no:Radiol Artif Intell
Main Authors: Hoebel, Katharina V., Patel, Jay B., Beers, Andrew L., Chang, Ken, Singh, Praveer, Brown, James M., Pinho, Marco C., Batchelor, Tracy T., Gerstner, Elizabeth R., Rosen, Bruce R., Kalpathy-Cramer, Jayashree
Formato: Artigo
Idioma:Inglês
Publicado em: Radiological Society of North America 2020
Assuntos:
Original Research
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7845781/
https://ncbi.nlm.nih.gov/pubmed/33842889
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1148/ryai.2020190199
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