Table 1 The considered risk factors.
From: The new SUMPOT to predict postoperative complications using an Artificial Neural Network
Patients comorbidity factors | |
1. Abnormal ECG (left bundle branch block, left ventricular hypertrophy, repolarization abnormalities, non-sinus rhythm) | |
2. Untreated hypertension or hypertension not controlled by medical therapy | |
3. Previous thromboembolism | |
4. Stable or controlled angina | |
5. Previous myocardial infarction with no clinical or diagnostic evidence of residual ischemia | |
6. Compensated heart failure or previous heart failure | |
7. Diabetes mellitus | |
8. Neoplastic disease | |
9. Transfusion in the preoperative period (> 4 units) | |
10. Smoking and/or drug addiction | |
11. BMI > 25 or < 17 weight loss>10% in the preoperative period, plasma proteins < 7 g/dl | |
12. Creatinine > 3.5 g/dl | |
13. Steroid use | |
14. Prevision of prolonged surgery (reoperation, anatomical abnormalities, etc.) | |
15. History of COPD/dyspnea | |
16. Decompensated heart failure | |
17. Valve disease | |
18. Severe arrhythmias: advanced AV block (second-degree block, Mobitz 2 > 2:1, block grade III) | |
Symptomatic ventricular arrhythmias, supraventricular arrhythmias with uncontrolled ventricular response | |
Surgical procedures factors | |
19. Breast surgery | |
20. Dental surgery | |
21. Endocrine surgery (no pheochromocytoma) | |
22. Eye surgery | |
23. Gynecological surgery | |
24. Reconstructive surgery | |
25. Minor orthopedic surgery (other than hip and spine) | |
26. Minor urological surgery | |
27. Abdominal surgery | |
28. Carotid surgery | |
29. Head and neck surgery | |
30. Neurologic/orthopedic (hip and spine) surgery | |
31. Lung/kidney transplant | |
32. Major urological surgery | |
33. Endocrine surgery (pheochromocytoma) | |
34. Peripheral vascular surgery | |
35. Aortic and major vascular surgery | |
36. Pancreas/liver surgery | |
37. Emergency abdominal surgery | |
Surgical technique factors | |
38. Open surgery | |
39. Laparoscopic surgery | |
40. Robotic surgery | |
41. Endoscopic surgery |