The performance of ultrasound for diagnosis of pneumonia will be expressed as sensitivity, specificity, and likelihood ratios. Since the sensitivity of ultrasound is estimated around 90%, in order to detect a 20% difference based on a CXR sensitivity of 70%, 62 patients will be needed. McNemar's test will be used to evaluate any statistical difference in sensitivity between CXR and US.