Recurrent probabilistic neural network-based short-term prediction for acute hypotension and ventricular fibrillation

In this paper, we propose a novel method for predicting acute clinical deterioration triggered by hypotension, ventricular fibrillation, and an undiagnosed multiple disease condition using biological signals, such as heart rate, RR interval, and blood pressure. Efforts trying to predict such acute c...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Tsuji, Toshio, Nobukawa, Tomonori, Mito, Akihisa, Hirano, Harutoyo, Soh, Zu, Inokuchi, Ryota, Fujita, Etsunori, Ogura, Yumi, Kaneko, Shigehiko, Nakamura, Ryuji, Saeki, Noboru, Kawamoto, Masashi, Yoshizumi, Masao
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2020
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7371879/
https://ncbi.nlm.nih.gov/pubmed/32686705
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-68627-6
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