Inclusion Criteria:  Non-contrast chest CT DICOM scans Contains both lung lobes Slice thickness is less than 3 mm.  Exclusion Criteria:  Incomplete scan or corrupted scan Irregular scanning, increased intrapulmonary density due to insufficient inspiration, and respiratory artifacts affecting the physician's judgment. Altered or absent lung morphology in the postoperative patient.