Images about advanced cell-free dna analysis, automated prenatal measurements, continuous improvement through feedback loops, early prediction of pregnancy complications, enhanced detection of rare conditions, enhanced ultrasound image analysis, genomic variant interpretation, image-based biomarker discovery, improved sensitivity and specificity, integration of multi-modal data, longitudinal growth tracking, machine-learned diagnostic protocols, patient-centric educational tools, population-level insight, predictive analytics for nicu needs, quality assurance in laboratories, real-time decision support, reduced need for invasive testing, risk stratification for genetic disorders, and ultrasound workflow optimization.