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Application of classification models to pharyngeal high-resolution manometry

PURPOSE: We present three 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), as we...

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Autori principali: Mielens, Jason D., Hoffman, Matthew R., Ciucci, Michelle R., McCulloch, Timothy M., Jiang, Jack J.
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2012
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC3501389/
https://ncbi.nlm.nih.gov/pubmed/22232390
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1044/1092-4388(2011/11-0088)
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