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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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Detaylı Bibliyografya
Yayımlandı:Artif Intell Med
Asıl Yazarlar: Kou, Wenjun, Carlson, Dustin A., Baumann, Alexandra J., Donnan, Erica, Luo, Yuan, Pandolfino, John E., Etemadi, Mozziyar
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: 2021
Konular:
Online Erişim: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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