Cycle-consistent adversarial networks improves generalizability of radiomics model in grading meningiomas on external validation

The heterogeneity of MRI is one of the major reasons for decreased performance of a radiomics model on external validation, limiting the model’s generalizability and clinical application. We aimed to establish a generalizable radiomics model to predict meningioma grade on external validation through...

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Detalles Bibliográficos
Autores principales: Park, Yae Won, Shin, Seo Jeong, Eom, Jihwan, Lee, Heirim, You, Seng Chan, Ahn, Sung Soo, Lim, Soo Mee, Park, Rae Woong, Lee, Seung-Koo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9055063/
https://www.ncbi.nlm.nih.gov/pubmed/35488007
http://dx.doi.org/10.1038/s41598-022-10956-9

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9055063/
https://www.ncbi.nlm.nih.gov/pubmed/35488007
http://dx.doi.org/10.1038/s41598-022-10956-9

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