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A deep-learning-based unsupervised model on esophageal manometry using variational autoencoder

High-resolution manometry (HRM) is the primary method for diagnosing esophageal motility disorders and its interpretation and classification are based on variables (features) from data of each swallow. Modeling and learning the semantics directly from raw swallow data could not only help automate th...

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Detalhes bibliográficos
Publicado no:Artif Intell Med
Main Authors: Kou, Wenjun, Carlson, Dustin A., Baumann, Alexandra J., Donnan, Erica, Luo, Yuan, Pandolfino, John E., Etemadi, Mozziyar
Formato: Artigo
Idioma:Inglês
Publicado em: 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7901248/
https://ncbi.nlm.nih.gov/pubmed/33581826
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.artmed.2020.102006
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