Predicting treatment response in adolescents and young adults with major depressive episodes from fMRI using graph isomorphism network.

"Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper."

"The authors thank the members of the patients for taking part in the study. The authors were supported by research grants from the National Science Fund for Distinguished Young Scholars (81725005 to F.W.), Jiangsu Provincial Department of Human Resources and Social Security (2022ZB425 to J.D.), NSFC-Guangdong Joint Fund (U20A6005 to F.W.), Jiangsu Provincial Key Research and Development Program (BE2021617 to F.W.), China Postdoctoral Science Foundation (2022M721681 to J.Z.), Key Project supported by Medical Science and Technology Development Foundation, Jiangsu Commission of Health (ZD2021026 to R.Z.), Jiangsu Provincial Key Research and Development Program (BE2022160 to R.Z.), National Natural Science Foundation of China (82151315 to R.Z.)."