Topological data analysis (TDA) enhances bispectral EEG (BSEEG) algorithm for detection of delirium

Current methods for screening and detecting delirium are not practical in clinical settings. We previously showed that a simplified EEG with bispectral electroencephalography (BSEEG) algorithm can detect delirium in elderly inpatients. In this study, we performed a post-hoc BSEEG data analysis using...

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Détails bibliographiques
Publié dans:Sci Rep
Auteurs principaux: Yamanashi, Takehiko, Kajitani, Mari, Iwata, Masaaki, Crutchley, Kaitlyn J., Marra, Pedro, Malicoat, Johnny R., Williams, Jessica C., Leyden, Lydia R., Long, Hailey, Lo, Duachee, Schacher, Cassidy J., Hiraoka, Kazuaki, Tsunoda, Tomoyuki, Kobayashi, Ken, Ikai, Yoshiaki, Kaneko, Koichi, Umeda, Yuhei, Kadooka, Yoshimasa, Shinozaki, Gen
Format: Artigo
Langue:Inglês
Publié: Nature Publishing Group UK 2021
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Article
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC7801387/
https://ncbi.nlm.nih.gov/pubmed/33431928
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-79391-y
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