Predicting changes of incisor and facial profile following orthodontic treatment: a machine learning approach

Predicting changes of incisor and facial profile following orthodontic treatment: a machine learning approach

Abstract Background Facial aesthetics is one of major motivations for seeking orthodontic treatment. However, even for experienced professionals, the impact and extent of incisor and soft tissue changes remain largely empirical. With the application of interdisciplinary approach, we aim to predict t...

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Bibliographic Details
Main Authors: Jing Peng, Yan Zhang, Mengyu Zheng, Yanyan Wu, Guizhen Deng, Jun Lyu, Jianming Chen
Format: Article
Language:English
Published: BMC 2025-03-01
Series:Head & Face Medicine
Subjects:
Artificial neural network
Orthodontic treatment
Profile prediction
Incisor prediction
SHapley additive exPlanations
Online Access:https://doi.org/10.1186/s13005-025-00499-5
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https://doi.org/10.1186/s13005-025-00499-5

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