Smartwatch-Based Blood Pressure Measurement Demonstrates Insufficient Accuracy

التفاصيل البيبلوغرافية
العنوان: Smartwatch-Based Blood Pressure Measurement Demonstrates Insufficient Accuracy
المؤلفون: Falter, Maarten, Scherrenberg, Martijn, Driesen, Karen, Pieters, Zoë, Kaihara, Toshiki, Linqi, Xu, Caiani, Enrico Gianluca, Castiglioni, Paolo, Faini, Andrea, Parati, Gianfranco, Dendale, Paul
المساهمون: FALTER, Maarten, SCHERRENBERG, Martijn, DRIESEN, Karen, Pieters, Zoe, TOSHIKI, Kaihara, XU, Linqi, Caiani, Enrico Gianluca, Castiglioni, Paolo, Faini, Andrea, Parati, Gianfranco, DENDALE, Paul
المصدر: Frontiers in Cardiovascular Medicine
بيانات النشر: FRONTIERS MEDIA SA, 2022.
سنة النشر: 2022
مصطلحات موضوعية: ambulatory blood pressure monitoring, hypertension, Taffé method, cardiovascular disease, blood pressure, blood pressure variability, digital health, smartwatch, Human medicine, Cardiology and Cardiovascular Medicine, Taffe method
الوصف: BackgroundNovel smartwatch-based cuffless blood pressure (BP) measuring devices are coming to market and receive FDA and CE labels. These devices are often insufficiently validated for clinical use. This study aims to investigate a recently CE-cleared smartwatch using cuffless BP measurement in a population with normotensive and hypertensive individuals scheduled for 24-h BP measurement. MethodsPatients that were scheduled for 24-h ambulatory blood pressure monitoring (ABPM) were recruited and received an additional Samsung Galaxy Watch Active 2 smartwatch for simultaneous BP measurement on their opposite arm. After calibration, patients were asked to measure as much as possible in a 24-h period. Manual activation of the smartwatch is necessary to measure the BP. Accuracy was calculated using sensitivity, specificity, positive and negative predictive values and ROC curves. Bland-Altman method and Taffe methods were used for bias and precision assessment. BP variability was calculated using average real variability, standard deviation and coefficient of variation. ResultsForty patients were included. Bland-Altman and Taffe methods demonstrated a proportional bias, in which low systolic BPs are overestimated, and high BPs are underestimated. Diastolic BPs were all overestimated, with increasing bias toward lower BPs. Sensitivity and specificity for detecting systolic and/or diastolic hypertension were 83 and 41%, respectively. ROC curves demonstrate an area under the curve (AUC) of 0.78 for systolic hypertension and of 0.93 for diastolic hypertension. BP variability was systematically higher in the ABPM measurements compared to the smartwatch measurements. ConclusionThis study demonstrates that the BP measurements by the Samsung Galaxy Watch Active 2 show a systematic bias toward a calibration point, overestimating low BPs and underestimating high BPs, when investigated in both normotensive and hypertensive patients. Standards for traditional non-invasive sphygmomanometers are not met, but these standards are not fully applicable to cuffless devices, emphasizing the urgent need for new standards for cuffless devices. The smartwatch-based BP measurement is not yet ready for clinical usage. Future studies are needed to further validate wearable devices, and also to demonstrate new possibilities of non-invasive, high-frequency BP monitoring. PD received funding through the Horizons 2020 CoroPrevention project, project number 848056. MF received funding through the Flanders Research Foundation FWO, file number 1SE1222N. PC and AF received funding from the Italian Ministry of HealthRicerca Corrente.
وصف الملف: application/pdf
اللغة: English
تدمد: 2297-055X
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::47aef7f7b844b343ba0ce99a48526024
http://hdl.handle.net/1942/37991
حقوق: OPEN
رقم الأكسشن: edsair.doi.dedup.....47aef7f7b844b343ba0ce99a48526024
قاعدة البيانات: OpenAIRE