Anomaly detection in neonatal disorders involves identifying abnormal patterns or deviations in the health parameters of newborns that could indicate underlying medical issues. This is crucial as early detection can significantly improve the prognosis and management of neonatal conditions. Anomalies can range from genetic disorders, metabolic syndromes, to congenital abnormalities.