Machine learning (ML) algorithms have the potential to revolutionize the diagnosis and treatment of neonatal disorders. By analyzing large datasets, ML can identify patterns and predict outcomes, aiding clinicians in making more informed decisions. This can be particularly beneficial in neonatal care, where timely and accurate diagnosis is essential.