Evaluation of Transfer Learning with Deep Convolutional Neural Networks for Screening Osteoporosis in Dental Panoramic Radiographs

Evaluation of Transfer Learning with Deep Convolutional Neural Networks for Screening Osteoporosis in Dental Panoramic Radiographs

Dental panoramic radiographs (DPRs) provide information required to potentially evaluate bone density changes through a textural and morphological feature analysis on a mandible. This study aims to evaluate the discriminating performance of deep convolutional neural networks (CNNs), employed with va...

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Bibliographic Details
Main Authors: Ki-Sun Lee, Seok-Ki Jung, Jae-Jun Ryu, Sang-Wan Shin, Jinwook Choi
Format: Article
Language:English
Published: MDPI AG 2020-02-01
Series:Journal of Clinical Medicine
Subjects:
osteoporosis screening
artificial intelligence
convolutional neural networks
dental panoramic radiographs
Online Access:https://www.mdpi.com/2077-0383/9/2/392

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https://www.mdpi.com/2077-0383/9/2/392

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