AIMC Topic: Palate, Soft
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Optimizing AI models to predict esophageal squamous cell carcinoma risk by incorporating small datasets of soft palate images.
Scientific reports
Feb 1, 2025
There is a currently an unmet need for non-invasive methods to predict the risk of esophageal squamous cell carcinoma (ESCC). Previously, we found that specific soft palate morphologies are strongly associated with increased ESCC risk. However, there...
The effect of soft palate reconstruction with the da Vinci robot on middle ear function in children: an observational study.
International journal of oral and maxillofacial surgery
Mar 11, 2023
Cleft palate is associated with a high prevalence of middle ear dysfunction, even after palatal repair. The aim of this study was to evaluate the effects of robot-enhanced soft palate closure on middle ear functioning. This retrospective study compar...
A deep cascaded segmentation of obstructive sleep apnea-relevant organs from sagittal spine MRI.
International journal of computer assisted radiology and surgery
Mar 26, 2021
PURPOSE: The main purpose of this work was to develop an efficient approach for segmentation of structures that are relevant for diagnosis and treatment of obstructive sleep apnea syndrome (OSAS), namely pharynx, tongue, and soft palate, from mid-sag...
Volumetric MRI analysis pre- and post-Transoral robotic surgery for obstructive sleep apnea.
The Laryngoscope
Apr 17, 2015
OBJECTIVES/HYPOTHESIS: To quantitatively measure volumetric changes in upper airway soft tissue structures using magnetic resonance imaging (MRI) pre- and post transoral robotic surgery for obstructive sleep apnea (OSA-TORS).
Fully automated identification of cephalometric landmarks for upper airway assessment using cascaded convolutional neural networks.
European journal of orthodontics
Jan 25, 2022
OBJECTIVES: The aim of the study was to evaluate the accuracy of a cascaded two-stage convolutional neural network (CNN) model in detecting upper airway (UA) soft tissue landmarks in comparison with the skeletal landmarks on the lateral cephalometric...
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