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Accurate sex prediction of cisgender and transgender individuals without brain size bias

The increasing use of machine learning approaches on neuroimaging data comes with the important concern of confounding variables which might lead to biased predictions and in turn spurious conclusions about the relationship between the features and the target. A prominent example is the brain size d...

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Detalles Bibliográficos
Autores principales: Wiersch, Lisa, Hamdan, Sami, Hoffstaedter, Felix, Votinov, Mikhail, Habel, Ute, Clemens, Benjamin, Derntl, Birgit, Eickhoff, Simon B., Patil, Kaustubh R., Weis, Susanne
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10449927/
https://www.ncbi.nlm.nih.gov/pubmed/37620339
http://dx.doi.org/10.1038/s41598-023-37508-z