This document reports on the case of a 26-day-old female neonate presenting with progressive respiratory distress who was diagnosed with congenital lobar emphysema (CLE). CLE is a rare developmental abnormality where one or more lung lobes are hyperinflated. The diagnosis of CLE in this patient was challenging as symptoms can be confused with other conditions. Chest X-ray and CT scan confirmed left middle lobe hyperinflation. Left middle lobectomy resolved the respiratory distress. CLE requires a high index of suspicion for diagnosis as early surgical treatment has an excellent prognosis.