Inclusion Criteria:  Patients with suspected or cito-histologically proven lung adenocarcinoma undergoing lung cancer surgery; Available preoperative CT images Age older than 18 years  Exclusion Criteria:  Chest wall infiltration Induction radio or chemotherapy Incomplete surgical resection