Computer-Aided Ear Diagnosis System Based on CNN-LSTM Hybrid Learning Framework for Video Otoscopy Examination

Computer-Aided Ear Diagnosis System Based on CNN-LSTM Hybrid Learning Framework for Video Otoscopy Examination

Ear disorders are among the most common diseases treated in primary care, with a high percentage of non-relevant referrals. The conventional diagnostic procedure is done by a visual examination of the ear canal and tympanic membrane. Consequently, the accuracy of the diagnosis is affected by observe...

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Bibliographic Details
Main Authors: Michelle Viscaino, Juan C. Maass, Paul H. Delano, Fernando Auat Cheein
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Computer-aided diagnosis
convolutional neural network
deep learning
ear diseases
LSTM
otolaryngology
Online Access:https://ieeexplore.ieee.org/document/9632570/

Internet

https://ieeexplore.ieee.org/document/9632570/

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