Precise multi-factor immediate implant placement decision models based on machine learning

Precise multi-factor immediate implant placement decision models based on machine learning

Abstract This study aims to explore the effect of implant apex design, osteotomy preparation, intraosseous depth and bone quality on immediate implant placement insertion torque and establish a more sophisticated decision model with multi-factor analysis based on machine learning for improving the s...

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Bibliographic Details
Main Authors: Guanqi Liu, Shudan Deng, Runzhong Liu, Yuanxiang Liu, Quan Liu, Shiyu Wu, Zhuofan Chen, Runheng Liu
Format: Article
Language:English
Published: Nature Portfolio 2025-02-01
Series:Scientific Reports
Subjects:
Immediate implant
Primary stability
Insertion torque
Machine learning
Prediction model
Online Access:https://doi.org/10.1038/s41598-025-89814-3
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https://doi.org/10.1038/s41598-025-89814-3

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