Discovering Multidimensional Motifs in Physiological Signals for Personalized Healthcare.
IEEE Journal of Selected Topics in Signal Processing(2016)
摘要
Personalized diagnosis and therapy requires monitoring patient activity using various body sensors. Sensor data generated during personalized exercises or tasks may be too specific or inadequate to be evaluated using supervised methods such as classification. We propose multidimensional motif (MDM) discovery as a means for patient activity monitoring, since such motifs can capture repeating patter...
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关键词
Time series analysis,Sensors,Data mining,Real-time systems,Medical treatment,Monitoring
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