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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Κύριοι συγγραφείς:	Sara Saponaro, Alessia Giuliano, Roberto Bellotti, Angela Lombardi, Sabina Tangaro, Piernicola Oliva, Sara Calderoni, Alessandra Retico
Μορφή:	Artigo
Γλώσσα:	Inglês
Έκδοση:	Elsevier 2022-01-01
Σειρά:	NeuroImage: Clinical
Θέματα:	Harmonization ASD Machine learning FreeSurfer Multi-site
Διαθέσιμο Online:	http://www.sciencedirect.com/science/article/pii/S2213158222001474
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