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Application of Classification Models to Pharyngeal High-Resolution Manometry.

Purpose: The authors present 3 methods of performing pattern recognition on spatiotemporal plots produced by pharyngeal high-resolution manometry (HRM). Method: Classification models, including the artificial neural networks (ANNs) multilayer perceptron (MLP) and learning vector quantization (LVQ),...

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Published in:Journal of Speech, Language & Hearing Research Vol. 55; no. 3; pp. 892 - 903
Main Authors: Mielens, Jason D., Hoffman, Matthew R., Ciucci, Michelle R., McCulloch, Timothy M., Jianga, Jack J.
Format: Article
Published: American Speech-Language-Hearing Association Jun2012
Subjects:
Case-control method
Deglutition disorders
Pharynx physiology
Experimental design
Factor analysis
Magnetic resonance imaging
Manometers
Research funding
Diagnosis
Online Access:View this record in EBSCOhost

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