Smartphone-based artificial intelligence using a transfer learning algorithm for the detection and diagnosis of middle ear diseases: A retrospective deep learning study

Smartphone-based artificial intelligence using a transfer learning algorithm for the detection and diagnosis of middle ear diseases: A retrospective deep learning study

Summary: Background: Middle ear diseases such as otitis media and middle ear effusion, for which diagnoses are often delayed or misdiagnosed, are among the most common issues faced by clinicians providing primary care for children and adolescents. Artificial intelligence (AI) has the potential to a...

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Bibliographic Details
Main Authors: Yen-Chi Chen, Yuan-Chia Chu, Chii-Yuan Huang, Yen-Ting Lee, Wen-Ya Lee, Chien-Yeh Hsu, Albert C. Yang, Wen-Huei Liao, Yen-Fu Cheng
Format: Article
Language:English
Published: Elsevier 2022-09-01
Series:EClinicalMedicine
Subjects:
Middle ear diseases
Deep learning
Convolutional neural network
Transfer learning
Mobile applications
Edge computing
Online Access:http://www.sciencedirect.com/science/article/pii/S2589537022002735

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