Evaluation of Leading Smartwatches for the Detection of Hypoxemia: Comparison to Reference Oximeter

. 2023 Nov 14 ; 23 (22) : . [epub] 20231114

Jazyk angličtina Země Švýcarsko Médium electronic

Typ dokumentu časopisecké články

Perzistentní odkaz   https://www.medvik.cz/link/pmid38005550

Grantová podpora
SGS22/202/OHK4/3T/17 Czech Technical University in Prague
SGS23/198/OHK4/3T/17 Czech Technical University in Prague

Although smartwatches are not considered medical devices, experimental validation of their accuracy in detecting hypoxemia is necessary due to their potential use in monitoring conditions manifested by a prolonged decrease in peripheral blood oxygen saturation (SpO2), such as chronic obstructive pulmonary disease, sleep apnea syndrome, and COVID-19, or at high altitudes, e.g., during sport climbing, where the use of finger-sensor-based pulse oximeters may be limited. The aim of this study was to experimentally compare the accuracy of SpO2 measurement of popular smartwatches with a clinically used pulse oximeter according to the requirements of ISO 80601-2-61. Each of the 18 young and healthy participants underwent the experimental assessment three times in randomized order-wearing Apple Watch 8, Samsung Galaxy Watch 5, or Withings ScanWatch-resulting in 54 individual experimental assessments and complete datasets. The accuracy of the SpO2 measurements was compared to that of the Radical-7 (Masimo Corporation, Irvine, CA, USA) during short-term hypoxemia induced by consecutive inhalation of three prepared gas mixtures with reduced oxygen concentrations (14%, 12%, and 10%). All three smartwatch models met the maximum acceptable root-mean-square deviation (≤4%) from the reference measurement at both normal oxygen levels and induced desaturation with SpO2 less than 90%. Apple Watch 8 reached the highest reliability due to its lowest mean bias and root-mean-square deviation, highest Pearson correlation coefficient, and accuracy in detecting hypoxemia. Our findings support the use of smartwatches to reliably detect hypoxemia in situations where the use of standard finger pulse oximeters may be limited.

Zobrazit více v PubMed

Jat A.S., Grønli T. Smart Watch for Smart Health Monitoring: A Literature Review; Proceedings of the 9th International Work-Conference Bioinformatics and Biomedical Engineering (IWBBIO 2022); Maspalomas, Gran Canaria, Spain. 27–30 June 2022; Cham, Switzerland: Springer International Publishing; 2022. pp. 256–268.

Buelga Suárez M., Izco M.P., Pueyo P.P., Granero C.L., Montalvo J.G., Salinas G.L.A. Smartwatch ECG Tracing and Ischemic Heart Disease: ACS Watch Study. Cardiology. 2023;148:78–82. doi: 10.1159/000528116. PubMed DOI

Wang L., Xian H., Guo J., Li W., Wang J., Chen Q., Fu X., Li H., Zhang W., Chen Y. A novel blood pressure monitoring technique by smart HUAWEI WATCH: A validation study according to the ANSI/AAMI/ISO 81060-2:2018 guidelines. Front. Cardiovasc. Med. 2022;9:923655. doi: 10.3389/fcvm.2022.923655. PubMed DOI PMC

Sarhaddi F., Kazemi K., Azimi I., Cao R., Niela-Vilén H., Axelin A., Liljeberg P., Rahmani A.M. A comprehensive accuracy assessment of Samsung smartwatch heart rate and heart rate variability. PLoS ONE. 2022;17:e0268361. doi: 10.1371/journal.pone.0268361. PubMed DOI PMC

Sakadze N., Martin S. How useful is the smartwatch ECG? Trends Cardiovasc. Med. 2020;30:442–448. doi: 10.1016/j.tcm.2019.10.010. PubMed DOI

Wasserlauf J., You C., Patel R., Valys A., Albert D., Passman R. Smartwatch performance for the detection and quantification of atrial fibrillation. Circ. Arrhythm. Electrophysiol. 2019;12:e006834. doi: 10.1161/CIRCEP.118.006834. PubMed DOI

Quer G., Radin J.M., Gadaleta M., Baca-Motes K., Ariniello L., Ramos E., Kheterpal V., Topol E.J., Steinhubl S.R. Wearable sensor data and self-reported symptoms for COVID-19 detection. Nat. Med. 2021;27:73–77. doi: 10.1038/s41591-020-1123-x. PubMed DOI

Sedaghat T., Liaqat S., Liaqat D., Wu R., Gershon A., Son T., Falk T.H., Gabel M., Mariakakis A., de Lara E. Unobtrusive monitoring of COPD patients using speech collected from smartwatches in the wild; Proceedings of the 20th International Conference on Pervasive Computing and Communications (PerCom 2022); Pisa, Italy. 21–25 March 2022; pp. 818–823.

Kim M.W., Park S.H., Choi M.S. Diagnostic Performance of Photoplethysmography-Based Smartwatch for Obstructive Sleep Apnea. J. Rhinol. 2022;29:155–162. doi: 10.18787/jr.2022.00424. DOI

De Barros G.M., de Barros G.M., dos Anjos M.S., Mazullo Filho J.B.R. Smartwatch, oxygen saturation, and COVID-19: Trustworthy? ABCS Health Sci. 2021;46:e021101. doi: 10.7322/abcshs.2020228.1681. DOI

Shiota S., Horinouchi Y., Doi E., Miyazaki E. Suspicion of pulmonary embolism after COVID-19 infection raised by a smartwatch. QJM Int. J. Med. 2023;116:123–124. doi: 10.1093/qjmed/hcac217. PubMed DOI PMC

Healthline. Blood Oxygen Levels: What Is a Normal Level? [(accessed on 1 April 2023)]. Available online: https://www.healthline.com/health/normal-blood-oxygen-level.

Karinen H.M., Peltonen J.E., Kähönen M., Tikkanen H.O., Schobersberger W., Burtscher M., Leichtfried V., Lorente-Aznar T., Perez-Aguilar G., García-Espot A., et al. Prediction of acute mountain sickness by monitoring arterial oxygen saturation during ascent. High Alt. Med. Biol. 2010;11:325–332. doi: 10.1089/ham.2009.1060. PubMed DOI

Priem G., Martinez C., Bodinier Q., Carrault G. Clinical grade SpO2 prediction through semi-supervised learning; Proceedings of the 20th International Conference on Bioinformatics and Bioengineering (BIBE 2020); Cincinnati, OH, USA. 26–28 October 2020; pp. 914–921.

Phillips C., Liaqat D., Gabel M., de Lara E. WristO2: Reliable peripheral oxygen saturation readings from wrist-worn pulse oximeters; Proceedings of the International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops 2021); Kassel, Germany. 22–26 March 2021; pp. 623–629.

Kirszenblat R., Edouard P. Validation of the Withings ScanWatch as a wrist-worn reflective pulse oximeter: Prospective interventional clinical study. J. Med. Internet Res. 2021;23:e27503. doi: 10.2196/27503. PubMed DOI PMC

Apple Blood Oxygen App on Apple Watch. [(accessed on 1 April 2023)]. Available online: https://www.apple.com/healthcare/docs/site/Blood_Oxygen_app_on_Apple_Watch_October_2022.pdf.

Lyden B., Dair Z., O’reilly R. Classification of Sleep Apnea via SpO2 in a Simulated Smartwatch Environment; Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI 2022); Ioannina, Greece. 27–30 September 2022; pp. 1–5.

Santos M., Vollam S., Pimentel M.A., Areia C., Young L., Roman C., Ede J., Piper P., King E., Harford M., et al. The use of wearable pulse oximeters in the prompt detection of hypoxemia and during movement: Diagnostic accuracy study. J. Med. Internet Res. 2022;24:e28890. doi: 10.2196/28890. PubMed DOI PMC

Browne S.H., Bernstein M., Bickler P.E. Accuracy of Samsung Smartphone Integrated Pulse Oximetry Meets Full FDA Clearance Standards for Clinical Use. medRxiv. 2021 doi: 10.1101/2021.02.17.21249755. DOI

Guber A., Shochet G.E., Kohn S., Shitrit D. Wrist-sensor pulse oximeter enables prolonged patient monitoring in chronic lung diseases. J. Med. Syst. 2019;43:230. doi: 10.1007/s10916-019-1317-2. PubMed DOI

Medical Electrical Equipment—Part 2-61: Particular Requirements for Basic Safety and Essential Performance of Pulse Oximeter Equipment. ISO; Geneva, Switzerland: 2017.

U.S. Department of Health and Human Services. Food and Drug Administration. Center for Devices and Radiological Health. Office of Device Evaluation. Division of Anesthesiology, General Hospital, Infection Control, and Dental Devices. Anesthesiology and Respiratory Devices Branch . Pulse Oximeters—Premarket Notification Submissions [510(k)s]: Guidance for Industry and Food and Drug Administration Staff. US Department of Health and Human Services; Washington, DC, USA: 2013.

Rafl J., Bachman T.E., Rafl-Huttova V., Walzel S., Rozanek M. Commercial smartwatch with pulse oximeter detects short-time hypoxemia as well as standard medical-grade device: Validation study. Digit. Health. 2022;8:20552076221132127. doi: 10.1177/20552076221132127. PubMed DOI PMC

Lauterbach C.J., Romano P.A., Greisler L.A., Brindle R.A., Ford K.R., Kuennen M.R. Accuracy and reliability of commercial wrist-worn pulse oximeter during normobaric hypoxia exposure under resting conditions. Res. Q. Exerc. Sport. 2021;92:549–558. doi: 10.1080/02701367.2020.1759768. PubMed DOI

Spaccarotella C., Polimeni A., Mancuso C., Pelaia G., Esposito G., Indolfi C. Assessment of non-invasive measurements of oxygen saturation and heart rate with an apple smartwatch: Comparison with a standard pulse oximeter. J. Clin. Med. 2022;11:1467. doi: 10.3390/jcm11061467. PubMed DOI PMC

Pipek L.Z., Nascimento R.F.V., Acencio M.M.P., Teixeira L.R. Comparison of SpO2 and heart rate values on Apple Watch and conventional commercial oximeters devices in patients with lung disease. Sci. Rep. 2021;11:18901. doi: 10.1038/s41598-021-98453-3. PubMed DOI PMC

Littell L., Roelle L., Dalal A., Van Hare G.F., Orr W.B., Miller N., Silva J.N.A. Assessment of Apple Watch Series 6 pulse oximetry and electrocardiograms in a pediatric population. PLoS Digit. Health. 2022;1:e0000051. doi: 10.1371/journal.pdig.0000051. PubMed DOI PMC

Pätz C., Michaelis A., Markel F., Löffelbein F., Dähnert I., Gebauer R.A., Paech C. Accuracy of the Apple Watch oxygen saturation measurement in adults and children with congenital heart disease. Pediatr. Cardiol. 2023;44:333–343. doi: 10.1007/s00246-022-02987-w. PubMed DOI

Schröder C., Förster R., Zwahlen D.R., Windisch P. The Apple Watch spO2 sensor and outliers in healthy users. npj Digit. Med. 2023;6:63. doi: 10.1038/s41746-023-00814-x. PubMed DOI PMC

Peterson B.K. Physical Rehabilitation: Evidence-Based Examination, Evaluation, and Intervention. Elsevier; Amsterdam, The Netherlands: 2007. Physical Rehabilitation, Vital Signs (Chapter 22) DOI

Counterpoint Research Global Smartwatch Shipments Market Share Q4 2022. [(accessed on 3 May 2023)]. Available online: https://www.counterpointresearch.com/global-smartwatch-shipments-market-share/

Wetsman N. FDA Clears Withings’ EKG and Blood Oxygen Features. The Verge. [(accessed on 27 March 2023)]. Available online: https://www.theverge.com/2021/10/12/22722333/withings-fda-clearance-blood-oxygen-heart-rhythm.

Najít záznam

Citační ukazatele

Nahrávání dat ...

Možnosti archivace

Nahrávání dat ...