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Artificial neural network classification of pharyngeal high-resolution manometry with impedance data

PURPOSE: To use classification algorithms to classify swallows as safe, penetration, or aspiration based on measurements obtained from pharyngeal high-resolution manometry (HRM) with impedance. STUDY DESIGN: Case series evaluating new method of data analysis. METHOD: Multilayer perceptron (MLP), an...

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Detalhes bibliográficos
Main Authors: Hoffman, Matthew R., Mielens, Jason D., Omari, Taher I., Rommel, Nathalie, Jiang, Jack J., McCulloch, Timothy M.
Formato: Artigo
Idioma:Inglês
Publicado em: 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3648989/
https://ncbi.nlm.nih.gov/pubmed/23070810
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/lary.23655
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