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Motion analysis in delirium: a discrete approach in determining physical activity for the purpose of delirium motoric subtyping.

机译:ir妄运动分析:一种用于确定activity妄运动亚型目的体育活动的离散方法。

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摘要

The purpose of this study was to determine the use and feasibility of accelerometry-based monitoring and to examine a discrete multi-resolution signal analysis technique to determine motoric subtypes in patients with DSM-IV delirium. Forty consecutive patients receiving palliative care (23 male, 17 female, mean age+/-standard deviation 68.4+/-11.9 years) were assessed using 24-h accelerometer-based monitoring. The total amount of time spent per activity of sitting/lying, standing and stepping were calculated. This was achieved through the multilevel decomposition and reconstruction of the accelerometer signals by means of the discrete wavelet transform. Both the reconstructed approximations and details of the discrete transform were used for motoric subtyping. This was compared to a validated activity monitor for validation purposes. Demographic and clinical data per patient were also collected. Of the 40 patients selected for accelerometry, complete 24-h readings were available for 34 patients and analyses were confined to this group. Of the 34 patients included, 25 met criteria for DSM-IV delirium while 9 were non-delirious comparison subjects with equivalent medical diagnoses receiving treatment in the same setting. It was concluded that accelerometry-based measurement of a delirious cohort within a palliative setting is both a reliable and feasible method of continuous monitoring. Of the activities performed by the patients, periods of standing proved to be the most discriminatory in determining between each subtype.
机译:这项研究的目的是确定基于加速度计的监测的用途和可行性,并研究一种离散的多分辨率信号分析技术,以确定DSM-IV ir妄患者的运动亚型。使用基于24小时加速度计的监测评估了连续接受姑息治疗的40例患者(男23例,女17例,平均年龄+/-标准差68.4 +/- 11.9岁)。计算每次坐/躺,站立和踩踏活动所花费的总时间。这是通过离散小波变换对加速度计信号进行多级分解和重建来实现的。重构的近似值和离散变换的细节都用于运动子类型化。将其与经过验证的活动监视器进行比较以进行验证。还收集了每位患者的人口统计学和临床​​数据。在选择进行加速度测量的40位患者中,有34位患者可以获得完整的24小时读数,并且分析仅限于该组。在纳入的34例患者中,有25例符合DSM-IV ir妄标准,而9例是非精神错乱比较受试者,具有相同的医学诊断,并且接受相同的治疗。结论是,在姑息治疗环境中基于加速度计的精神错乱队列测量是连续监测的可靠且可行的方法。在患者进行的活动中,站立时间是确定每种亚型之间最有区别的。

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