Improved generalized ComBat methods for harmonization of radiomic features

Radiomic approaches in precision medicine are promising, but variation associated with image acquisition factors can result in severe biases and low generalizability. Multicenter datasets used in these studies are often heterogeneous in multiple imaging parameters and/or have missing information, re...

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Detalles Bibliográficos
Autores principales: Horng, Hannah, Singh, Apurva, Yousefi, Bardia, Cohen, Eric A., Haghighi, Babak, Katz, Sharyn, Noël, Peter B., Kontos, Despina, Shinohara, Russell T.
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/PMC9643436/
https://www.ncbi.nlm.nih.gov/pubmed/36348002
http://dx.doi.org/10.1038/s41598-022-23328-0

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9643436/
https://www.ncbi.nlm.nih.gov/pubmed/36348002
http://dx.doi.org/10.1038/s41598-022-23328-0

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