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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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Detalles Bibliográficos
Autores principales: 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: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7371879/
https://www.ncbi.nlm.nih.gov/pubmed/32686705
http://dx.doi.org/10.1038/s41598-020-68627-6