V. Girish, V. Raj Kiran, P. Nabeel, M. Sivaprakasam, J. Joseph
{"title":"用于动态血管监测的加速容积描记术:一项初步研究","authors":"V. Girish, V. Raj Kiran, P. Nabeel, M. Sivaprakasam, J. Joseph","doi":"10.1109/MeMeA57477.2023.10171877","DOIUrl":null,"url":null,"abstract":"As frequent monitoring of vascular ageing is gaining importance and the lack of a wearable sensing technology to track it through changes in vascular stiffness, we have developed a wearable accelerometric device. It could capture changes in vascular stiffness using our empirically derived markers from the amplitude features of acceleration plethysmogram (APG) at the carotid artery site. An in-vivo study on 12 subjects was conducted to (a) identify a few amplitude-based markers from the APG that exhibit significant change to physiologically induced hemodynamic perturbation; and (b) compare the magnitude of response of these APG-derived markers with that of carotid local stiffness metrics (β, Ep, and AC) measured using a clinically validated device, ARTSENS® Pen. The APG signals were reliable (SNR > 38 dB) and the amplitude features of APG were repeatable (CoV < 10 %). By examining all the APG-derived markers that showed statistically significant differences (p < 0.05) between pre and post-exercise measurements, it was found that the markers (ab)*(a-c) and (a*b) were having a high magnitude of response among others. The response (expressed as a percentage difference in mean values between pre and post-measurements) of the APG-derived markers, (a-b)*(a-c) and (a*b) were 42.41 % and 40.55 %, respectively, which were comparable to the response of carotid local stiffness metrics, β (32.34 %) and AC (41.83 %). The results suggest the potential of APG-derived markers, (a*b) and (a-b)*(a-c) for tracking stiffness changes, and the pilot study demonstrated the ability of the device to capture stiffness changes for ambulatory monitoring purposes.","PeriodicalId":191927,"journal":{"name":"2023 IEEE International Symposium on Medical Measurements and Applications (MeMeA)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Acceleration Plethysmography for Ambulatory Vascular Monitoring: A Pilot Study\",\"authors\":\"V. Girish, V. Raj Kiran, P. Nabeel, M. Sivaprakasam, J. Joseph\",\"doi\":\"10.1109/MeMeA57477.2023.10171877\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"As frequent monitoring of vascular ageing is gaining importance and the lack of a wearable sensing technology to track it through changes in vascular stiffness, we have developed a wearable accelerometric device. It could capture changes in vascular stiffness using our empirically derived markers from the amplitude features of acceleration plethysmogram (APG) at the carotid artery site. An in-vivo study on 12 subjects was conducted to (a) identify a few amplitude-based markers from the APG that exhibit significant change to physiologically induced hemodynamic perturbation; and (b) compare the magnitude of response of these APG-derived markers with that of carotid local stiffness metrics (β, Ep, and AC) measured using a clinically validated device, ARTSENS® Pen. The APG signals were reliable (SNR > 38 dB) and the amplitude features of APG were repeatable (CoV < 10 %). By examining all the APG-derived markers that showed statistically significant differences (p < 0.05) between pre and post-exercise measurements, it was found that the markers (ab)*(a-c) and (a*b) were having a high magnitude of response among others. The response (expressed as a percentage difference in mean values between pre and post-measurements) of the APG-derived markers, (a-b)*(a-c) and (a*b) were 42.41 % and 40.55 %, respectively, which were comparable to the response of carotid local stiffness metrics, β (32.34 %) and AC (41.83 %). The results suggest the potential of APG-derived markers, (a*b) and (a-b)*(a-c) for tracking stiffness changes, and the pilot study demonstrated the ability of the device to capture stiffness changes for ambulatory monitoring purposes.\",\"PeriodicalId\":191927,\"journal\":{\"name\":\"2023 IEEE International Symposium on Medical Measurements and Applications (MeMeA)\",\"volume\":\"13 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-06-14\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2023 IEEE International Symposium on Medical Measurements and Applications (MeMeA)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/MeMeA57477.2023.10171877\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 IEEE International Symposium on Medical Measurements and Applications (MeMeA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/MeMeA57477.2023.10171877","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Acceleration Plethysmography for Ambulatory Vascular Monitoring: A Pilot Study
As frequent monitoring of vascular ageing is gaining importance and the lack of a wearable sensing technology to track it through changes in vascular stiffness, we have developed a wearable accelerometric device. It could capture changes in vascular stiffness using our empirically derived markers from the amplitude features of acceleration plethysmogram (APG) at the carotid artery site. An in-vivo study on 12 subjects was conducted to (a) identify a few amplitude-based markers from the APG that exhibit significant change to physiologically induced hemodynamic perturbation; and (b) compare the magnitude of response of these APG-derived markers with that of carotid local stiffness metrics (β, Ep, and AC) measured using a clinically validated device, ARTSENS® Pen. The APG signals were reliable (SNR > 38 dB) and the amplitude features of APG were repeatable (CoV < 10 %). By examining all the APG-derived markers that showed statistically significant differences (p < 0.05) between pre and post-exercise measurements, it was found that the markers (ab)*(a-c) and (a*b) were having a high magnitude of response among others. The response (expressed as a percentage difference in mean values between pre and post-measurements) of the APG-derived markers, (a-b)*(a-c) and (a*b) were 42.41 % and 40.55 %, respectively, which were comparable to the response of carotid local stiffness metrics, β (32.34 %) and AC (41.83 %). The results suggest the potential of APG-derived markers, (a*b) and (a-b)*(a-c) for tracking stiffness changes, and the pilot study demonstrated the ability of the device to capture stiffness changes for ambulatory monitoring purposes.