Application of Topological Data Analysis to Delirium DetectionDownload PDF

Published: 31 Oct 2020, Last Modified: 05 May 2023TDA & Beyond 2020 PosterReaders: 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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