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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Publicado en:	Journal of Speech, Language & Hearing Research Vol. 55; no. 3; pp. 892 - 903
Autores principales:	Mielens, Jason D., Hoffman, Matthew R., Ciucci, Michelle R., McCulloch, Timothy M., Jianga, Jack J.
Formato:	Artículo
Publicado:	American Speech-Language-Hearing Association Jun2012
Materias:	Case-control method Deglutition disorders Pharynx physiology Experimental design Factor analysis Magnetic resonance imaging Manometers Research funding Diagnosis
Acceso en línea:	Ver este registro en EBSCOhost