Insights from an autism imaging biomarker challenge: Promises and threats to biomarker discovery

Insights from an autism imaging biomarker challenge: Promises and threats to biomarker discovery

MRI has been extensively used to identify anatomical and functional differences in Autism Spectrum Disorder (ASD). Yet, many of these findings have proven difficult to replicate because studies rely on small cohorts and are built on many complex, undisclosed, analytic choices. We conducted an intern...

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Bibliographic Details
Main Authors: Beggiato, A. (Author), Bethegnies, A. (Author), Bonnasse-Gahot, L. (Author), Boucaud, A. (Author), Bourgeron, T. (Author), Cai, W. (Author), Chambon, S. (Author), Cliquet, F. (Author), de Pierrefeu, A. (Author), Delorme, R. (Author), Elmaleh, M. (Author), Germanaud, D. (Author), Ghriss, A. (Author), Guigui, N. (Author), Heuer, K. (Author), Kegl, B. (Author), Lemaître, G. (Author), Toro, R. (Author), Traut, N. (Author), van den Bossche, J. (Author), Varoquaux, G. (Author), Wang, M. (Author), Zantedeschi, V. (Author)
Format: Article
Language:English
Published: Academic Press Inc. 2022
Subjects:
Autism
benchmark
diagnostic
machine learning
overfit
prediction
Online Access:View Fulltext in Publisher

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