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Deep learning and clustering approaches for dental implant size classification based on periapical radiographs

Abstract This study investigated two artificial intelligence (AI) methods for automatically classifying dental implant diameter and length based on periapical radiographs. The first method, deep learning (DL), involved utilizing the pre-trained VGG16 model and adjusting the fine-tuning degree to ana...

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Bibliographic Details
Main Authors: Ji-Hyun Park, Hong Seok Moon, Hoi-In Jung, JaeJoon Hwang, Yoon-Ho Choi, Jong-Eun Kim
Format: Artigo
Language:Inglês
Published: Nature Portfolio 2023-10-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-42385-7
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