Fig. 6: The unique importance maps contribute to illness severity for the COBRE and IMH samples. | Communications Biology

Fig. 6: The unique importance maps contribute to illness severity for 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. 6

a The unique importance maps for SZ severity, capturing the difference between the overlapping important regions across the four PANSS subscales and total scores from top-K pooling layers and the shared importance map from the shared attention model. A higher importance weight indicates a greater contribution to prediction. b, c The probability that regions contribute to illness severity at the regional level and modular levels, as confirmed by meta-analysis.

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