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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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Bibliografski detalji
Izdano u:Artif Intell Med
Glavni autori: Kou, Wenjun, Carlson, Dustin A., Baumann, Alexandra J., Donnan, Erica, Luo, Yuan, Pandolfino, John E., Etemadi, Mozziyar
Format: Artigo
Jezik:Inglês
Izdano: 2021
Teme:
Online pristup: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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