Szczegóły publikacji
Opis bibliograficzny
Cardiovascular and pre-frailty risk assessment during shelter-in-place measures based on multimodal biomarkers collected from smart telemedical wearables / Eliasz KAŃTOCH, Anna Kańtoch // Journal of Clinical Medicine [Dokument elektroniczny]. — Czasopismo elektroniczne ; ISSN 2077-0383. — 2021 — vol. 10 iss. 9 art. no. 1997, s. 1–20. — Wymagania systemowe: Adobe Reader. — Bibliogr. s. 18–20, Abstr. — Publikacja dostępna online od: 2021-05-06
Autorzy (2)
- AGHKańtoch Eliasz
- Kańtoch Anna
Słowa kluczowe
Dane bibliometryczne
| ID BaDAP | 134393 |
|---|---|
| Data dodania do BaDAP | 2021-05-31 |
| Tekst źródłowy | URL |
| DOI | 10.3390/jcm10091997 |
| Rok publikacji | 2021 |
| Typ publikacji | artykuł w czasopiśmie |
| Otwarty dostęp |  |
| Creative Commons | |
| Czasopismo/seria | Journal of Clinical Medicine |
Abstract
Wearable devices play a growing role in healthcare applications and disease prevention. We conducted a retrospective study to assess cardiovascular and pre-frailty risk during the Covid-19 shelter-in-place measures on human activity patterns based on multimodal biomarkers collected from smartwatch sensors. For methodology validation we enrolled five adult participants (age range: 32 to 84 years; mean 57 +/- 22.38; BMI: 27.80 +/- 2.95 kg/m(2)) categorized by age who were smartwatch users and self-isolating at home during the Covid-19 pandemic. Resting heart rate, daily steps, and minutes asleep were recorded using smartwatch sensors. Overall, we created a dataset of 464 days of continuous measurement that included 50 days of self-isolation at home during the Covid-19 pandemic. Student's t-test was used to determine significant differences between the pre-Covid-19 and Covid-19 periods. Our findings suggest that there was a significant decrease in the number of daily steps (-57.21%; -4321; 95% CI, 3722 to 4920) and resting heart rate (-4.81%; -3.04; 95% CI, 2.59 to 3.51) during the period of self-isolation compared to the time before lockdown. We found that there was a significant decrease in the number of minutes asleep (-13.48%; -57.91; 95% CI, 16.33 to 99.49) among older adults. Finally, cardiovascular and pre-frailty risk scores were calculated based on biomarkers and evaluated from the clinical perspective.