Fig. 1

Illustration of our proposed brain disease analysis method, including (a)Â data pre-processing, (b)Â calculation SC-FC coupling, (c)Â feature selection and tree-based model, (d)Â counterfactual explanation based on tree ensemble.

Illustration of our proposed brain disease analysis method, including (a)Â data pre-processing, (b)Â calculation SC-FC coupling, (c)Â feature selection and tree-based model, (d)Â counterfactual explanation based on tree ensemble.