Development and Validation of a Machine Learning-Based Model to Predict Peri-Implant Mucositis in Patients With Dental Implant Placement After 1-Year

2026-04-05

0

PRE

AI

L

Lin Liu

B

Bei Li

Y

Yulei Qian

M

Ming Shen

H

Hao Zhang

G

Guoqing Li

B

Belal O. M. Muhaisen

C

Chunbo Tang *

DOI：10.1111/clr.70125

Original request for help

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Abstract

En 中文

To develop and validate an interpretable machine learning (ML) model for early prediction of peri-implant mucositis (PIM).

Keywords:

dental implant

machine learning

peri-implant mucositis

risk assessment

support vector machine