Multi-site harmonization of MRI data uncovers machine-learning discrimination capability in barely separable populations: An example from the ABIDE dataset

Machine Learning (ML) techniques have been widely used in Neuroimaging studies of Autism Spectrum Disorders (ASD) both to identify possible brain alterations related to this condition and to evaluate the predictive power of brain imaging modalities. The collection and public sharing of large imaging...

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Detalles Bibliográficos
Autores principales: Saponaro, Sara, Giuliano, Alessia, Bellotti, Roberto, Lombardi, Angela, Tangaro, Sabina, Oliva, Piernicola, Calderoni, Sara, Retico, Alessandra
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Regular Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9198380/
https://www.ncbi.nlm.nih.gov/pubmed/35700598
http://dx.doi.org/10.1016/j.nicl.2022.103082

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9198380/
https://www.ncbi.nlm.nih.gov/pubmed/35700598
http://dx.doi.org/10.1016/j.nicl.2022.103082

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