Deep learning-based allergic rhinitis diagnosis using nasal endoscopy images

Deep learning-based allergic rhinitis diagnosis using nasal endoscopy images

Abstract Allergic rhinitis typically has edematous and pale turbinates or erythematous and inflamed turbinates. While traditional approaches include using skin prick tests (SPT) to determine the presence of AR, It is often not related to actual symptoms, and it is an invasive test. We use deep learn...

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Bibliographic Details
Main Authors: Jaepil Ko, MinHye Kang, Young Joon Jun
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Allergic rhinitis diagnosis
Nasal endoscope
SVM
CNN
Classification
Online Access:https://doi.org/10.1038/s41598-025-10087-x
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https://doi.org/10.1038/s41598-025-10087-x

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