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“Real-world” radiomics from multi-vendor MRI: an original retrospective study on the prediction of nodal status and disease survival in breast cancer, as an exemplar to promote discussion of the wider issues

BACKGROUND: Most MRI radiomics studies to date, even multi-centre ones, have used “pure” datasets deliberately accrued from single-vendor, single-field-strength scanners. This does not reflect aspirations for the ultimate generalisability of AI models. We therefore investigated the development of a...

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Detalles Bibliográficos
Autores principales: Doran, Simon J., Kumar, Santosh, Orton, Matthew, d’Arcy, James, Kwaks, Fenna, O’Flynn, Elizabeth, Ahmed, Zaki, Downey, Kate, Dowsett, Mitch, Turner, Nicholas, Messiou, Christina, Koh, Dow-Mu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8136229/
https://www.ncbi.nlm.nih.gov/pubmed/34016188
http://dx.doi.org/10.1186/s40644-021-00406-6