An automatic diagnosis model of otitis media with high accuracy rate using transfer learning

An automatic diagnosis model of otitis media with high accuracy rate using transfer learning

Introduction: Chronic Suppurative Otitis Media (CSOM) and Middle Ear Cholesteatoma are two common chronic otitis media diseases that often cause confusion among physicians due to their similar location and shape in clinical CT images of the internal auditory canal. In this study, we utilized the tra...

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Bibliographic Details
Main Authors: Fangyu Qi, Zhiyu You, Jiayang Guo, Yongjun Hong, Xiaolong Wu, Dongdong Zhang, Qiyuan Li, Chengfu Cai
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-03-01
Series:Frontiers in Molecular Biosciences
Subjects:
chronic suppurative otitis media (CSOM)
middle ear cholesteatoma
CT images
computer-aided diagnosis (CAD)
transfer learning (TL)
Online Access:https://www.frontiersin.org/articles/10.3389/fmolb.2023.1250596/full

Internet

https://www.frontiersin.org/articles/10.3389/fmolb.2023.1250596/full

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