AIMC Topic: Maxillary Sinus

Clear Filters Showing 21 to 30 of 37 articles

Semi-Supervised Deep Learning Semantic Segmentation for 3D Volumetric Computed Tomographic Scoring of Chronic Rhinosinusitis: Clinical Correlations and Comparison with Lund-Mackay Scoring.

Tomography (Ann Arbor, Mich.) Mar 7, 2022
BACKGROUND: The traditional Lund-Mackay score (TLMs) is unable to subgrade the volume of inflammatory disease. We aimed to propose an effective modification and calculated the volume-based modified LM score (VMLMs), which should correlate more strong...
Humans Semantics Maxillary Sinus Rhinitis Supervised Machine Learning Tomography, X-Ray Computed Deep Learning
View on PubMed DOI

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).
Sinusitis Maxillary Sinus Deep Learning ROC Curve Humans Artificial Intelligence Neural Networks, Computer Tomography, X-Ray Computed
View on PubMed DOI

A miniature robotic steerable endoscope for maxillary sinus surgery called PliENT.

Scientific reports Feb 10, 2022
In endoscopic maxillary sinus surgery, the maxillary sinus is accessed through the nasal cavity which constitutes a narrow and tortuous pathway. However, surgeons still use rigid endoscopes and rigid, straight or pre-bent instruments for this procedu...
Robotics Robotic Surgical Procedures Humans Nasal Surgical Procedures Endoscopes Miniaturization Maxillary Sinus
View on PubMed DOI

Automatic detection and segmentation of morphological changes of the maxillary sinus mucosa on cone-beam computed tomography images using a three-dimensional convolutional neural network.

Clinical oral investigations Jan 15, 2022
OBJECTIVES: To propose and evaluate a convolutional neural network (CNN) algorithm for automatic detection and segmentation of mucosal thickening (MT) and mucosal retention cysts (MRCs) in the maxillary sinus on low-dose and full-dose cone-beam compu...
Maxillary Sinus Neural Networks, Computer Artificial Intelligence Cone-Beam Computed Tomography Mucous Membrane
View on PubMed DOI

Adaptive Localizing Region-Based Level Set for Segmentation of Maxillary Sinus Based on Convolutional Neural Networks.

Computational intelligence and neuroscience Nov 11, 2021
In this paper, we propose a novel method, an adaptive localizing region-based level set using convolutional neural network, for improving performance of maxillary sinus segmentation. The healthy sinus without lesion inside is easy for conventional al...
Image Processing, Computer-Assisted Neural Networks, Computer Maxillary Sinus Algorithms
View on PubMed DOI

Development and validation of a two-segment continuum robot for maxillary sinus surgery.

The international journal of medical robotics + computer assisted surgery : MRCAS Oct 20, 2021
BACKGROUND: Existing rigid instruments have difficulties in backward inspection and operation. Moreover, the pathway to the maxillary sinus is curved and narrow, resulting in complex and repetitive manual operations. There is a necessity to develop a...
Animals Swine Maxillary Sinus Robotics Equipment Design Robotic Surgical Procedures Motion
View on PubMed DOI

Automatic CT image segmentation of maxillary sinus based on VGG network and improved V-Net.

International journal of computer assisted radiology and surgery Jul 16, 2020
PURPOSE: The analysis of the maxillary sinus (MS) can provide an assessment for many clinical diagnoses, so accurate CT image segmentation of the MS is essential. However, common segmentation methods are mainly done by experienced doctors manually, a...
Pattern Recognition, Automated Tomography, X-Ray Computed Software Diagnosis, Computer-Assisted False Positive Reactions Image Processing, Computer-Assisted Reproducibility of Results Maxillary Sinus Algorithms Humans Imaging, Three-Dimensional Models, Statistical Neural Networks, Computer
View on PubMed DOI

Performance of deep learning object detection technology in the detection and diagnosis of maxillary sinus lesions on panoramic radiographs.

Dento maxillo facial radiology Jul 15, 2020
OBJECTIVE: The first aim of this study was to determine the performance of a deep learning object detection technique in the detection of maxillary sinuses on panoramic radiographs. The second aim was to clarify the performance in the classification ...
Maxillary Sinus Technology Humans Maxillary Sinusitis Deep Learning Radiography, Panoramic
View on PubMed DOI

Performance of artificial intelligence in evaluating maxillary sinus mucosal alterations in imaging examinations: systematic review.

Dento maxillo facial radiology Jul 1, 2025
OBJECTIVES: This systematic review aimed to assess the performance of artificial intelligence (AI) in the evaluation of maxillary sinus mucosal alterations in imaging examinations compared to human analysis.
Maxillary Sinus Nasal Mucosa Paranasal Sinus Diseases Humans Artificial Intelligence
View on PubMed DOI

Accuracy of a Cascade Network for Semi-Supervised Maxillary Sinus Detection and Sinus Cyst Classification.

Clinical implant dentistry and related research Feb 1, 2025
OBJECTIVE: Maxillary sinus mucosal cysts represent prevalent oral and maxillofacial diseases, and their precise diagnosis is essential for surgical planning in maxillary sinus floor elevation. This study aimed to develop a deep learning-based pipelin...
Maxillary Sinus Neural Networks, Computer Paranasal Sinus Diseases Deep Learning Cone-Beam Computed Tomography Humans Cysts
View on PubMed DOI
Popular Topics
Recent Journals