Automatic identification of activity-rest periods based on actigraphy

被引:25
作者
Crespo, Cristina [1 ]
Aboy, Mateo [1 ]
Ramon Fernandez, Jose [2 ]
Mojon, Artemio [2 ]
机构
[1] Oregon Inst Technol, EERE Dept, Beaverton, OR 97006 USA
[2] Univ Vigo, Bioengn & Chronobiol Labs, Vigo 36310, Spain
关键词
Arterial blood pressure; Actigraphy; Actigraphy algorithms; Cardiovascular risk; Activity/rest identification; AMBULATORY BLOOD-PRESSURE; SLEEP-WAKE IDENTIFICATION; TARGET ORGAN DAMAGE; WRIST ACTIGRAPHY; NOCTURNAL FALL; DISORDERS; POLYSOMNOGRAPHY; HYPERTENSION; MORTALITY; CHILDREN;
D O I
10.1007/s11517-012-0875-y
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
We describe a novel algorithm for identification of activity/rest periods based on actigraphy signals designed to be used for a proper estimation of ambulatory blood pressure monitoring parameters. Automatic and accurate determination of activity/rest periods is critical in cardiovascular risk assessment applications including the evaluation of dipper versus non-dipper status. The algorithm is based on adaptive rank-order filters, rank-order decision logic, and morphological processing. The algorithm was validated on a database of 104 subjects including actigraphy signals for both the dominant and non-dominant hands (i.e., 208 actigraphy recordings). The algorithm achieved a mean performance above 94.0%, with an average number of 0.02 invalid transitions per 48 h.
引用
收藏
页码:329 / 340
页数:12
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