Multi-Stage Harmonization for Robust AI across Breast MR Databases

SIMPLE SUMMARY: Batch harmonization of radiomic features extracted from magnetic resonance images of breast lesions from two databases was applied to an artificial intelligence/machine learning classification workflow. Training and independent test sets from the two databases, as well as the combina...

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Detalles Bibliográficos
Autores principales: Whitney, Heather M., Li, Hui, Ji, Yu, Liu, Peifang, Giger, Maryellen L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8508003/
https://www.ncbi.nlm.nih.gov/pubmed/34638294
http://dx.doi.org/10.3390/cancers13194809

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8508003/
https://www.ncbi.nlm.nih.gov/pubmed/34638294
http://dx.doi.org/10.3390/cancers13194809

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