wearable sensors;
orthostatic hypotension;
fall risk;
signal processing;
Savitzky-Golay (SG) filter;
HYPOTENSION;
FALLS;
D O I:
10.1109/BSN58485.2023.10331587
中图分类号:
TP39 [计算机的应用];
学科分类号:
081203 ;
0835 ;
摘要:
Orthostatic hypotension (OH) is a reduction in blood pressure and cerebral blood flow upon standing. Presenting in nearly 30% of older adults, OH is associated with increased fall risk and other co-morbidities. The clinical standard for monitoring OH, a blood pressure (BP) cuff, fails to capture initial orthostatic hypotension (IOH) and rapid hemodynamic changes during orthostasis. In contrast, cerebral blood flow velocity (CBFV) and continuous BP requires costly instrumentation unsuitable for home monitoring. As result OH is often underdiagnosed and poorly managed. This paper proposes a novel method for monitoring OH using TRACE, a wireless earlobe sensor that quantifies orthostatic hypovolemia (OHV), postural orthostatic tachycardia (POT), and motion during a standup test. To our knowledge, OHV is a novel biometric that may be correlated with dizziness upon standing. It is extracted using a Savitzky-Golay filter algorithm with a 99% success rate. A proof of concept study on 101 older adults show that OHV is significantly different between symptomatic and asymptomatic individuals (p-value=0.0002). TRACE provides a promising, non-invasive method to remotely monitor OH in elderly individuals, which can help reduce the risk of falls and ultimately improve patient outcomes.
机构:
Shandong Univ, Sch Control Sci & Engn, Jinan 250061, Peoples R ChinaShandong Univ, Sch Control Sci & Engn, Jinan 250061, Peoples R China
Hao, Yingchao
Zhang, Wanyu
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Univ, Sch Control Sci & Engn, Jinan 250061, Peoples R ChinaShandong Univ, Sch Control Sci & Engn, Jinan 250061, Peoples R China
Zhang, Wanyu
Tao, Ruitao
论文数: 0引用数: 0
h-index: 0
机构:
State Key Lab Digital Household Appliances, Qingdao 266101, Peoples R ChinaShandong Univ, Sch Control Sci & Engn, Jinan 250061, Peoples R China
Tao, Ruitao
Zhang, Ziliang
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Peoples Liberat Army Gen Hosp, Med Ctr 1, Beijing 100853, Peoples R ChinaShandong Univ, Sch Control Sci & Engn, Jinan 250061, Peoples R China
Zhang, Ziliang
Zhang, Yujie
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Univ, Sch Control Sci & Engn, Jinan 250061, Peoples R ChinaShandong Univ, Sch Control Sci & Engn, Jinan 250061, Peoples R China
Zhang, Yujie
Fan, Shenglong
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Univ, Sch Control Sci & Engn, Jinan 250061, Peoples R ChinaShandong Univ, Sch Control Sci & Engn, Jinan 250061, Peoples R China
Fan, Shenglong
Huang, Zubo
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Univ, Sch Control Sci & Engn, Jinan 250061, Peoples R ChinaShandong Univ, Sch Control Sci & Engn, Jinan 250061, Peoples R China
Huang, Zubo
Zhao, Hui
论文数: 0引用数: 0
h-index: 0
机构:
State Key Lab Digital Household Appliances, Qingdao 266101, Peoples R ChinaShandong Univ, Sch Control Sci & Engn, Jinan 250061, Peoples R China
Zhao, Hui
Liu, Jian
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机构:
Shandong Univ, Sch Control Sci & Engn, Jinan 250061, Peoples R ChinaShandong Univ, Sch Control Sci & Engn, Jinan 250061, Peoples R China