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Prediction of Human Papillomavirus (HPV) Association of Oropharyngeal Cancer (OPC) Using Radiomics: The Impact of the Variation of CT Scanner

SIMPLE SUMMARY: Recent studies exploring the application of radiomics features in medicine have shown promising results. However, variation in imaging parameters may impact the robustness of these features. Feature robustness may then in turn affect the prediction performance of the machine learning...

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Detalhes bibliográficos
Publicado no:Cancers (Basel)
Main Authors: Reiazi, Reza, Arrowsmith, Colin, Welch, Mattea, Abbas-Aghababazadeh, Farnoosh, Eeles, Christopher, Tadic, Tony, Hope, Andrew J., Bratman, Scott V., Haibe-Kains, Benjamin
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8125906/
https://ncbi.nlm.nih.gov/pubmed/34066857
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/cancers13092269
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