The original American-European Consensus Conference (AECC) definition of Acute Respiratory Distress Syndrome (ARDS) required bilateral infiltrates consistent with pulmonary edema on frontal chest X-ray (CXR), but there is poor inter-observer reliability in interpreting CXR using this definition among intensivists and radiologists.