MobileNetV3 network-based diagnosis of caries and periapical periodontitis from periapical films

MobileNetV3 network-based diagnosis of caries and periapical periodontitis from periapical films

Objective To research the effectiveness of deep learning techniques in intelligently diagnosing dental caries and periapical periodontitis and to explore the preliminary application value of deep learning in the diagnosis of oral diseases. Methods A dataset containing 2 298 periapical films, includi...

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Bibliographic Details
Main Authors: WANG Kaixin, LIU Feng, ZENG Lingfang, LIU Chao
Format: Article
Language:zho
Published: Editorial Department of Journal of Prevention and Treatment for Stomatological Diseases 2024-01-01
Series:口腔疾病防治
Subjects:
dental disease
caries
periapical periodontitis
periapical film
intelligent diagnosis
image processing
deep learning
mobilenetv3 network
class activation map
visualization analysis
Online Access:https://www.kqjbfz.com/CN/10.12016/j.issn.2096-1456.2024.01.007

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https://www.kqjbfz.com/CN/10.12016/j.issn.2096-1456.2024.01.007

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