Fig. 5: Shared importance maps for predicting illness severity and cognitive domain scores in the COBRE and IMH samples. | Communications Biology

Fig. 5: Shared importance maps for predicting illness severity and cognitive domain scores in the COBRE and IMH samples.

From: Disentangling shared and unique brain functional changes associated with clinical severity and cognitive phenotypes in schizophrenia via deep learning

Fig. 5

a The shared importance maps derived from the shared attention model, where higher attention weights indicate greater contributions to the prediction of both cognitive functioning and SZ severity. b The probability that each region contributes to illness severity (blue) and cognitive functioning (yellow) at the regional level, based on mappings to the Brodmann atlas for cortical regions and the AAL atlas for subcortical regions, as validated by meta-analysis. c The module-level probabilities of regional contributions to illness severity (blue) and cognitive functioning (yellow), also validated by meta-analysis.

Back to article page