The forest plots illustrate the overall diagnostic efficacy of AI-assisted tools for Schistosoma haematobium detection across 15 datasets. The left panel shows a pooled Diagnostic Score of 3.99 (95%CI: 3.41-4.56), indicating a high level of discrimination between infected and non-infected individuals. The right panel displays the pooled Diagnostic Odds Ratio (DOR) of 54.00 (95%CI: 30.41-95.88), which represents the ratio of the odds of a positive AI result in infected individuals compared to non-infected individuals.