ENHANCING THE ROLE OF ARTIFICIAL INTELLIGENCE IN THE DIAGNOSIS OF CHRONIC PROLIFERATIVE RHINOSINUSITIS
Keywords:
Chronic proliferative rhinosinusitis; chronic rhinosinusitis with nasal polyps; artificial intelligence; nasal endoscopy; computed tomography; machine learning; endotype prediction; diagnostic algorithm; precision rhinology.Abstract
Chronic proliferative rhinosinusitis, operationally understood in this manuscript as chronic rhinosinusitis with a predominantly proliferative or polypoid mucosal phenotype, remains a diagnostic challenge because symptom burden, endoscopic appearance, computed tomography findings, and inflammatory endotype do not always correlate. Artificial intelligence (AI) is increasingly being used in rhinology to improve radiologic interpretation, endotype prediction, image segmentation, and endoscopic assessment. Aim: To evaluate the potential of an AI-assisted diagnostic pathway in 130 patients with chronic proliferative rhinosinusitis managed at the Tashkent State Medical University ENT Department.
References
Downloads
Published
Issue
Section
License
You are free to:
- Share — copy and redistribute the material in any medium or format for any purpose, even commercially.
- Adapt — remix, transform, and build upon the material for any purpose, even commercially.
- The licensor cannot revoke these freedoms as long as you follow the license terms.
Under the following terms:
- Attribution — You must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use.
- No additional restrictions — You may not apply legal terms or technological measures that legally restrict others from doing anything the license permits.
Notices:
You do not have to comply with the license for elements of the material in the public domain or where your use is permitted by an applicable exception or limitation.
No warranties are given. The license may not give you all of the permissions necessary for your intended use. For example, other rights such as publicity, privacy, or moral rights may limit how you use the material.
