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Brain Informatics

Table 2 Classification performances obtained in the ASD vs. TD discrimination for the structural, functional and multi-modality model.

From: Deep learning based joint fusion approach to exploit anatomical and functional brain information in autism spectrum disorders

Type of model

AUC

Accuracy

Structural model

\(0.66 \pm 0.05\)

\(0.75\pm 0.08\)

Functional model

\(0.76\pm 0.04\)

\(0.83\pm 0.12\)

Joint fusion model

\(0.78 \pm 0.04\)

\(0.85\pm 0.12\)

  1. The average value and the standard deviation of each metric are computed according to a nested 10-fold cross validation scheme
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