Application of Topological Data Analysis to Delirium DetectionDownload PDF

Oct 10, 2020 (edited Dec 02, 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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