Application of Topological Data Analysis to Delirium Detection
2020-10-10NeurIPS Workshop TDA_and_Beyond 2020Unverified0· sign in to hype
Mari Kajitani, Ken Kobayashi, Yuichi Ike, Takehiko Yamanashi, Yuhei Umeda, Yoshimasa Kadooka, Gen Shinozaki
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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.