SYSTEM AND METHOD FOR AUTOMATIC DIAGNOSIS OF MIDDLE EAR DISEASES FROM AN OTOSCOPIC IMAGE

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United States of America Patent

APP PUB NO 20230109857A1
SERIAL NO

17949797

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Abstract

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The present disclosure pertains to a method for diagnosing a middle ear disease comprising receiving one or more otoscopic image of a subject, pre-processing the one or more otoscopic image to obtain image data, inputting the image data to a trained network model, generating, using the trained network model, an output that characterizes the health of the subject with respect to the middle ear disease, and generating a diagnostic result based on the output, wherein the trained network model is based on a model selected from the group consisting of a MobileNetV2 model, a NASNetMobile model, and a DenseNet201 model.

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Patent Owner(s)

Patent OwnerAddress
TAIPEI VETERANS GENERAL HOSPITALNO 201 SEC 2 SHIPAI RD BEITOU DIST TAIPEI CITY 112201

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Chen, Yen-Chi Taipei City, TW 13 13
Cheng, Yen-Fu Taipei City, TW 9 14
Chu, Yuan-Chia Taipei City, TW 3 0
Liao, Wen-Huei Taipei City, TW 3 10

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