AIMC Topic: Deglutition Disorders
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Development of a Novel Prognostic Model to Predict 6-Month Swallowing Recovery After Ischemic Stroke.
Stroke
Dec 30, 2019
Background and Purpose- The aim of this study was to explore clinical and radiological prognostic factors for long-term swallowing recovery in patients with poststroke dysphagia and to develop and validate a prognostic model using a machine learning ...
Magnetic Resonance Imaging
Recovery of Function
Humans
Fluoroscopy
Machine Learning
Stroke
Algorithms
Sex Factors
Prognosis
Female
Reproducibility of Results
Aged
Male
Middle Aged
White Matter
Enteral Nutrition
Basal Ganglia
Brain Stem
Internal Capsule
Brain Ischemia
Proportional Hazards Models
Multivariate Analysis
Cerebral Cortex
Deglutition Disorders
Predicting the Swallow-Related Quality of Life of the Elderly Living in a Local Community Using Support Vector Machine.
International journal of environmental research and public health
Nov 3, 2019
This study developed a support vector machine (SVM) algorithm-based prediction model with considering influence factors associated with the swallowing quality-of-life as the predictor variables and provided baseline information for enhancing the swa...
Robot-assisted enucleation of large dumbbell-shaped esophageal schwannoma: a case report.
BMC surgery
Jun 5, 2018
BACKGROUND: Esophageal schwannomas are extremely rare, with few cases reported in the literature. Traditionally, resection of esophageal schwannoma is typically performed using thoracotomy or video-assisted thoracic surgery. However, large, irregular...
Using Machine Learning and a Combination of Respiratory Flow, Laryngeal Motion, and Swallowing Sounds to Classify Safe and Unsafe Swallowing.
IEEE transactions on bio-medical engineering
Feb 19, 2018
OBJECTIVE: The aim of this research was to develop a swallowing assessment method to help prevent aspiration pneumonia. The method uses simple sensors to monitor swallowing function during an individual's daily life.
Pathophysiology of swallowing following oropharyngeal surgery for obstructive sleep apnea syndrome.
Neurogastroenterology and motility
Dec 21, 2017
BACKGROUND: Uvulopalatopharyngoplasty (UPPP) and coblation channeling of the tongue (CCT) are oropharyngeal surgeries used to treat obstructive sleep apnea syndrome. The extent to which UPPP and CCT affect pharyngeal swallow has not been determined. ...
A hybrid classifier based on nonlinear-PCA and deep belief networks with applications in dysphagia diagnosis.
Computer assisted surgery (Abingdon, England)
Nov 2, 2017
Traditional dysphagia prescreening diagnostic methods require doctors specialists to give patients a total score based on a water swallow test scale. This method is limited by the high dimensionality of the diagnostic elements in the water swallow te...
Development of a simple and objective evaluation method for thickened liquids using funnels.
Journal of texture studies
Dec 7, 2016
UNLABELLED: Some patients with dysphagia are prone to aspiration of low-viscosity liquids. Thickened liquids are often used in attempts to prevent aspiration. The patients should be given thickened liquids with suitable thickness, and the thickness s...
Computational analysis of swallowing mechanics underlying impaired epiglottic inversion.
The Laryngoscope
Nov 24, 2015
OBJECTIVES/HYPOTHESIS: Determine swallowing mechanics associated with the first and second epiglottic movements, that is, movement to horizontal and full inversion, respectively, to provide a clinical interpretation of impaired epiglottic function.
Neural network pattern recognition of lingual-palatal pressure for automated detection of swallow.
Dysphagia
Jan 25, 2015
We describe a novel device and method for real-time measurement of lingual-palatal pressure and automatic identification of the oral transfer phase of deglutition. Clinical measurement of the oral transport phase of swallowing is a complicated proces...
Transoral robotic surgery in benign diseases including obstructive sleep apnea: Safety and feasibility.
The Laryngoscope
Nov 12, 2014
OBJECTIVES/HYPOTHESIS: To evaluate the safety and feasibility of the da Vinci Surgical System in transoral robotic-assisted surgery for benign indications.
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