Indications for ECMO in neonates include severe hypoxemia (low blood oxygen levels), severe hypercapnia (high blood carbon dioxide levels), and failure of conventional mechanical ventilation. Specific criteria often include an oxygenation index (OI) greater than 40, significant acidosis, and evidence of inadequate tissue perfusion despite optimal medical management.