Lemmens Ryanne J M, Seelen Henk A M, Timmermans Annick A A, Schnackers Marlous L A P, Eerden Annet, Smeets Rob J E M, Janssen-Potten Yvonne J M
IEEE Trans Neural Syst Rehabil Eng. 2015 Jul;23(4):581-90. doi: 10.1109/TNSRE.2015.2396082. Epub 2015 Feb 5.
Neurological patients often encounter arm-hand problems in daily life. Bodily worn sensors may be used to assess actual performance by quantifying specific movement patterns associated with specific activities. However, signal reliability during activities of daily living should be determined first. The aim is to determine to what extent standardized arm-hand skill performance of both healthy adults and healthy children can be recorded reliably using a combination of multiple sensor devices. Thirty adults (aged > 50 years) and thirty-two children (aged between 6-18 years) performed the activities drinking, eating and combing five times in a standardized setting. Sensor devices, each containing a triaxial accelerometer, gyroscope and magnetometer were attached to the arms, hands and trunk of the participants. Within-subject and between-subject reliability of the signal patterns amongst skill repetitions was determined by calculating Intraclass Correlation Coefficients (ICCs). Median reliability was good to very good for all activities performed (both within and between subjects). Regarding within-subject reliability (instruction-condition), median ICCs ranged between 0.76-0.90 and 0.68-0.92 for the adults and children, respectively. For between-subject reliability (instruction-condition), median ICCs ranged 0.75-0.86 and 0.61-0.90 for the adults and children, respectively. It can be concluded that the above-mentioned sensor system can reliably record activities of daily living in a standardized setting.
神经科患者在日常生活中常常会遇到手臂和手部的问题。可穿戴式传感器或许能通过量化与特定活动相关的特定运动模式来评估实际表现。然而,首先需要确定日常生活活动期间信号的可靠性。目的是确定使用多个传感器设备组合能够在多大程度上可靠地记录健康成年人和健康儿童的标准化手臂和手部技能表现。30名成年人(年龄>50岁)和32名儿童(年龄在6至18岁之间)在标准化环境中进行了五次饮水、进食和梳头活动。每个都包含一个三轴加速度计、陀螺仪和磁力计的传感器设备被连接到参与者的手臂、手部和躯干上。通过计算组内相关系数(ICC)来确定技能重复之间信号模式的受试者内和受试者间可靠性。对于所有进行的活动(受试者内和受试者间),中位数可靠性为良好到非常好。关于受试者内可靠性(指导条件),成年人和儿童的中位数ICC分别在0.76 - 0.90和0.68 - 0.92之间。对于受试者间可靠性(指导条件),成年人和儿童的中位数ICC分别在0.75 - 0.86和0.61 - 0.90之间。可以得出结论,上述传感器系统能够在标准化环境中可靠地记录日常生活活动。