AIMC Topic: Sinusitis
Clear Filters Showing 21 to 30 of 31 articles
Detection of maxillary sinus fungal ball via 3-D CNN-based artificial intelligence: Fully automated system and clinical validation.
PloS one
Feb 25, 2022
BACKGROUND: This study aims to develop artificial intelligence (AI) system to automatically classify patients with maxillary sinus fungal ball (MFB), chronic rhinosinusitis (CRS), and healthy controls (HCs).
Convolutional neural network algorithms for computed tomography scans of chronic rhinosinusitis subtypes.
International forum of allergy & rhinology
Nov 26, 2020
Expert-level diagnosis of nasal polyps using deep learning on whole-slide imaging.
The Journal of allergy and clinical immunology
Dec 9, 2019
Unsupervised Learning Techniques for the Investigation of Chronic Rhinosinusitis.
The Annals of otology, rhinology, and laryngology
Jul 18, 2019
OBJECTIVES: This article reviews the principles of unsupervised learning, a novel technique which has increasingly been reported as a tool for the investigation of chronic rhinosinusitis (CRS). It represents a paradigm shift from the traditional appr...
Automated classification of osteomeatal complex inflammation on computed tomography using convolutional neural networks.
International forum of allergy & rhinology
Aug 11, 2018
BACKGROUND: Convolutional neural networks (CNNs) are advanced artificial intelligence algorithms well suited to image classification tasks with variable features. These have been used to great effect in various real-world applications including handw...
Prediction of phenotypes by secretory biomarkers and machine learning in patients with chronic rhinosinusitis.
European review for medical and pharmacological sciences
Jan 1, 2025
OBJECTIVE: Chronic rhinosinusitis (CRS) has traditionally been classified phenotypically according to the presence (CRSwNP) or absence (CRSsNP) of nasal polyps. However, the phenotypic dichotomy does not represent the complexity of the disease. Curre...
Automated Evaluation of Antibiotic Prescribing Guideline Concordance in Pediatric Sinusitis Clinical Notes.
Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing
Jan 1, 2025
BACKGROUND: Ensuring antibiotics are prescribed only when necessary is crucial for maintaining their effectiveness and is a key focus of public health initiatives worldwide. In cases of sinusitis, among the most common reasons for antibiotic prescrip...
[Antifungal immunity in patients with chronic rhinosinusitis with nasal polyps].
Vestnik otorinolaringologii
Jan 1, 2024
OBJECTIVE: To evaluate the characteristics of antifungal immunity in patients with bilateral chronic rhinosinusitis with nasal polyps.
Reply to "Artificial intelligence's potential in tailoring prescription of biological therapy for chronic rhinosinusitis".
The journal of allergy and clinical immunology. In practice
Oct 1, 2023
Clinical Validation and Extension of an Automated, Deep Learning-Based Algorithm for Quantitative Sinus CT Analysis.
AJNR. American journal of neuroradiology
Sep 1, 2022
BACKGROUND AND PURPOSE: Sinus CT is critically important for the diagnosis of chronic rhinosinusitis. While CT is sensitive for detecting mucosal disease, automated methods for objective quantification of sinus opacification are lacking. We describe ...
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