Table 6 Evaluation of “insertion torque performance” of Nobel implant system based on decision tree model.
From: Precise multi-factor immediate implant placement decision models based on machine learning
Intra-osseous depth | Bone quality | Implant apex design and osteotomy preparation protocol | |||||
|---|---|---|---|---|---|---|---|
Nobel active | Nobel parallel CC | Nobel replace CC | |||||
Undersized | Normal | Undersized | Normal | Undersized | Normal | ||
3 mm | Soft | 7.34 | 2.9 | 4.40 | 2.00 | 7.58 | 3.45 |
Medium | 12.28 | 5.63 | 5.88 | 2.00 | 5.85 | 5.65 | |
Hard | 25.22 | 14.23 | 17.15 | 8.08 | 20.08 | 6.85 | |
5 mm | Soft | 10.71 | 6.49 | 10.71 | 6.49 | 12.25 | 5.65 |
Medium | 20.64 | 13.7 | 15.79 | 11.52 | 15.79 | 4.18 | |
Hard | 46.5 | 31.33 | 34.83 | 29.63 | 30.2 | 9.05 | |
7 mm | Soft | 17.4 | 13.25 | 17.90 | 13.73 | 22.78 | 14.93 |
Medium | 26.98 | 20.08 | 28.17 | 18.13 | 31.07 | 14.92 | |
Hard | 66.28 | 46.73 | 66.28 | 44.38 | 62.4 | 29.45 | |
