[Research on the classification model of chronic sinusitis based on VGG]

Ning Zhang1, Ruixia Ma1, Hailing Ren1

  • 1Yinchuan First People's Hospital,Yinchuan,750004,China.

Summary

A VGG-based artificial intelligence model shows high diagnostic efficacy for chronic sinusitis, accurately classifying images faster than physicians. This deep learning approach offers a promising tool for improving chronic sinusitis diagnosis.

Related Concept Videos

Chronic Pharyngitis01:23

Chronic Pharyngitis

Chronic pharyngitis refers to persistent inflammation of the pharyngial mucosa.
Etiology
It often arises from persistent viral or bacterial infections affecting sinuses and tonsils.
Additional contributing factors include inadequate dental hygiene, mouth breathing, recurring tonsillitis, allergic rhinitis, laryngopharyngeal reflux, and exposure to smoke, chemicals, and other environmental pollutants. Allergic reactions to pollen, mold, and pet dander, chronic cough, excessive voice usage,...
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Acute Pharyngitis01:30

Acute Pharyngitis

Introduction
Acute pharyngitis is the inflammation of the back of the throat (pharynx), commonly resulting in a sore throat. It is a frequently encountered condition that prompts individuals to seek medical advice.
Classification
Acute pharyngitis can be categorized based on its underlying cause:
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