The integration of artificial intelligence with multi-omics data has significantly improved predictive accuracy in prenatal and disease diagnostics. A new AI model achieves nearly 90% accuracy in predicting preterm birth, offering hope for improved maternal-fetal care. Additionally, machine learning applied to gut microbiota subspecies data enables early colorectal cancer detection. These innovations illustrate the profound impact of AI-driven approaches in modern medicine.