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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Publicat a:Sci Rep
Autors principals: 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
Format: Artigo
Idioma:Inglês
Publicat: Nature Publishing Group UK 2020
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Article
Accés en línia: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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