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

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

Abstract 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 analy...

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Main Authors: Takehiko Yamanashi, Mari Kajitani, Masaaki Iwata, Kaitlyn J. Crutchley, Pedro Marra, Johnny R. Malicoat, Jessica C. Williams, Lydia R. Leyden, Hailey Long, Duachee Lo, Cassidy J. Schacher, Kazuaki Hiraoka, Tomoyuki Tsunoda, Ken Kobayashi, Yoshiaki Ikai, Koichi Kaneko, Yuhei Umeda, Yoshimasa Kadooka, Gen Shinozaki
Format: article
Language:EN
Published: Nature Portfolio 2021
Subjects:
Medicine
R
Science
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Online Access:https://doaj.org/article/54b1369dec3540ab92d5f0aae7233778
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https://doaj.org/article/54b1369dec3540ab92d5f0aae7233778

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