Blood cultures should be performed in neonates who exhibit signs of infection. These signs may include fever, lethargy, irritability, poor feeding, respiratory distress, and unstable vital signs. Blood cultures are also indicated in cases of maternal risk factors such as Group B Streptococcus colonization, premature rupture of membranes, or prolonged labor.