Models of cognitive performance based on home monitoring data.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference（2010）
摘要
Modeling cognitive performance using home monitoring data is a new approach to managing neurologic conditions and for monitoring the effects of cognitive exercise interventions. The data consists of activity monitoring from motion sensors and specific cognitive metrics embedded within our adaptive computer games. The frequency and continuity of data collection allows us to analyze within subject trends of cognitive performance and to assess day to day variability. This approach provides a framework for clinicians and care managers to have the potential of detecting patients' cognitive problems early and to have timely feedback on treatment interventions.
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关键词
adaptive computer games,biomechanics,cognition,diseases,telemedicine,cognitive metrics,neurophysiology,motion measurement,neurologic condition management,patient monitoring,motion sensors,home monitoring data,cognitive performance models,cognitive exercise intervention effect monitoring,medical computing,activity monitoring,computer games,visualization,games,aging,data consistency,cognitive performance,measurement,computational modeling,data collection
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