Deep Learning for Automated Detection of Cyst and Tumors of the Jaw in Panoramic Radiographs

Deep Learning for Automated Detection of Cyst and Tumors of the Jaw in Panoramic Radiographs

Patients with odontogenic cysts and tumors may have to undergo serious surgery unless the lesion is properly detected at the early stage. The purpose of this study is to evaluate the diagnostic performance of the real-time object detecting deep convolutional neural network You Only Look Once (YOLO)...

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Bibliographic Details
Main Authors: Hyunwoo Yang, Eun Jo, Hyung Jun Kim, In-ho Cha, Young-Soo Jung, Woong Nam, Jun-Young Kim, Jin-Kyu Kim, Yoon Hyeon Kim, Tae Gyeong Oh, Sang-Sun Han, Hwiyoung Kim, Dongwook Kim
Format: Article
Language:English
Published: MDPI AG 2020-06-01
Series:Journal of Clinical Medicine
Subjects:
YOLO
deep learning
panoramic radiography
odontogenic cysts
odontogenic tumor
computer-assisted diagnosis
Online Access:https://www.mdpi.com/2077-0383/9/6/1839

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