In this systematic review and network meta-analysis of age-matched case–control studies, we evaluate the role of AMH for ovarian reserve screening according to the type of childhood cancer and determined which group of survivors are more prone to POI by means of direct and indirect comparisons among the CCS cohorts. The gene discussed is AMH; the disease is childhood malignant neoplasm.