SVM-based IADL score correlation and classification with EEG/ECG signals

This paper explores the correlation between the subjective IADL assessment and the objective EEG/ECG signals measurement. Thirty elderly participants are scored by IADL and classified into three groups, that is, the high score, the medium score and the low score groups, and each participant's c...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Yang-Yen Ou, Chi-Chun Hsia, Jhing-Fa Wang, Ta-Wen Kuan, Cheng-Hsun Hsieh
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Correlation Electrocardiography Electroencephalography Feature extraction Frequency-domain analysis Heart rate variability Heart Rate Variance IADL Support vector machine Support vector machines
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