Infants admitted to the NICU typically include those who are premature (born before 37 weeks of gestation), have low birth weight (less than 5.5 pounds), or exhibit medical conditions such as respiratory distress, congenital anomalies, or neonatal infections. Babies born with complications from maternal conditions like diabetes or hypertension may also require NICU care.