Highly sensitive resistance-type flexible pressure sensor for cuffless blood-pressure monitoring by using neural network techniques

Author(s):  
Qian Zhang ◽  
Liang Shen ◽  
Ping Liu ◽  
Panpan Xia ◽  
Junliang Li ◽  
...  
2018 ◽  
Vol 65 (11) ◽  
pp. 2384-2391 ◽  
Author(s):  
Chang-Sei Kim ◽  
Andrew M. Carek ◽  
Omer T. Inan ◽  
Ramakrishna Mukkamala ◽  
Jin-Oh Hahn

2020 ◽  
Vol 3 (5) ◽  
Author(s):  
Fatemeh Heydari ◽  
Malikeh P. Ebrahim ◽  
Jean‐Michel Redoute ◽  
Keith Joe ◽  
Katie Walker ◽  
...  

2020 ◽  
Vol 10 (1) ◽  
Author(s):  
Joon Ho Moon ◽  
Myung-Kyun Kang ◽  
Chang-Eun Choi ◽  
Jeonghee Min ◽  
Hae-Young Lee ◽  
...  

Abstract Ambulatory blood pressure (BP) monitoring is recommended to improve the management of hypertension. Here, we investigated the accuracy of BP estimated using a wearable cuff-less device, InBodyWATCH, compared with BP measured using a manual sphygmomanometer. Thirty-five adults were enrolled (age 57.1 ± 17.9 years). The BP was estimated using InBodyWATCH with an individualized estimation based on a neural network model. Three paired sets of BPs from the two devices were compared using correlation analysis and Bland–Altman plots (n = 105 paired BP readings). The correlations for both systolic and diastolic BP (SBP and DBP) between the two devices were high (r = 0.964 and 0.939, both P < 0.001). The mean difference was 2.2 ± 6.1 mmHg for SBP and −0.2 ± 4.2 mmHg for DBP; these were not significant (P = 0.472 for SBP and P = 0.880 for DBP). The proportions of estimated SBP/DBP obtained from the InBodyWATCH within ± 5 mmHg of manual SBP/DBP were 71.4%/83.8%; within ± 10 mmHg they were 86.7%/98.1%; and within ± 15 mmHg they were 97.1%/99.0%. The estimated BP from this wearable cuff-less device correlated highly with the manual BP and showed good accuracy, suggesting its potential to be used in ambulatory BP monitoring.


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