Application of Topological Data Analysis to Delirium DetectionDownload PDF

Mari Kajitani, Ken Kobayashi, Yuichi Ike, Takehiko Yamanashi, Yuhei Umeda, Yoshimasa Kadooka, Gen Shinozaki

10 Oct 2020, 16:50 (edited 02 Dec 2020)NeurIPS 2020 Workshop TDA and Beyond Blind SubmissionReaders: Everyone
  • Keywords: delirium detection, topological data analysis, time series analysis
  • Abstract: We propose a new scoring algorithm for detecting delirium from one-channel EEG, based on topological data analysis. Numerical experiments demonstrated that our method achieved high predictive performance than the other existing methods.
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