Evidence map›Paper›PMID 36713001›Full record

ReviewEuropean heart journal. Digital health2022

Wearable cuffless blood pressure monitoring devices: a systematic review and meta-analysis.

Sheikh Mohammed Shariful Islam, Clara K Chow, Reza Daryabeygikhotbehsara, Narayan Subedi, Jonathan Rawstorn, Teketo Tegegne, Chandan Karmakar, Muhammad U Siddiqui, Gavin Lambert, Ralph Maddison

3 registry-linked trialsOpen access · goldAbstract readReview
In one paragraph

Review in European heart journal. Digital health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 3 registered trials, which are not on this map. Cited by 32 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
32citing papers in PubMed, 1 pooled it
5.9field-weighted citation impact, top 3% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT06573801 nacompletednot on this mapstarted 2025, after this paper: background citation

A Single Centre Randomised Prospective Cross-over Study to Assess Agreement Between Blood Pressure Measurements Taken Using Cuffless Wearable and Cuffed, Ambulatory Blood Pressure Monitoring Devices.

TypeinterventionalSponsorQueen Mary University of LondonRan2025 to 2025Enrolled48ConditionsBlood PressureArmsAktiia Bracelet, Healthstats BPro Evo, Spacelabs OnTrak Ambulatory Blood Pressure monitor
NCT07785895 not yet recruitingnot on this mapstarted 2026, after this paper: background citation

Real-World Validation of Huawei Wearable Technologies for Hypertension Risk Screening in Malaysia

Typeobservational_patient_registrySponsorSunway UniversityRan2026 to 2028Enrolled500ConditionsHypertension
NCT07790978 not yet recruitingnot on this mapstarted 2026, after this paper: background citation

Real-World Validation for Less-Disturbing Ambulatory Blood Pressure Monitoring (ABPM) in Malaysia Using Huawei Wearables

Typeobservational_patient_registrySponsorSunway UniversityRan2026 to 2028Enrolled500ConditionsHypertension
3 · Its place in the literature

Who cites it

32 citing papers in PubMed, 1 synthesis or guideline pooled it, 81 citations in OpenAlex.

  1. Pooled it
  2. Trial
  3. Review
  4. Review
  5. Article
  6. Review
  7. The Japanese Society of Hypertension Guidelines for blood pressure control using digital technologies.Hypertension research : official journal of the Japanese Society of Hypertension · 2026
    Article
  8. Updates in the 2025 AHA/ACC Hypertension Guideline.Current hypertension reports · 2026
    Review
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Observational
  15. Article
  16. Review
  17. Review
  18. Review
  19. Article
  20. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors at 4 institutions in 2 countries.

Sheikh Mohammed Shariful IslamInstitute for Physical Activity and Nutrition, Deakin University, Melbourne, Australia.ORCID https://orcid.org/0000-0001-7926-9368
Clara K ChowWestmead Applied Research Centre, University of Sydney, Sydney, Australia.
Reza DaryabeygikhotbehsaraInstitute for Physical Activity and Nutrition, Deakin University, Melbourne, Australia.
Narayan SubediInstitute for Physical Activity and Nutrition, Deakin University, Melbourne, Australia.
Jonathan RawstornInstitute for Physical Activity and Nutrition, Deakin University, Melbourne, Australia.
Teketo TegegneInstitute for Physical Activity and Nutrition, Deakin University, Melbourne, Australia.
Chandan KarmakarSchool of IT, Deakin University, Geelong, Australia.
Muhammad U SiddiquiMarshfield Clinic Health System, Rice Lake, USA.
Gavin LambertIverson Health Innovation Research Institute, Swinburne University of Technology, Melbourne, Vic, Australia.
Ralph MaddisonInstitute for Physical Activity and Nutrition, Deakin University, Melbourne, Australia.
Deakin University · AUThe University of Sydney · AUGeorge Washington University · USSwinburne University of Technology · AU

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Aims: High blood pressure (BP) is the commonest modifiable cardiovascular risk factor, yet its monitoring remains problematic. Wearable cuffless BP devices offer potential solutions; however, little is known about their validity and utility. We aimed to systematically review the validity, features and clinical use of wearable cuffless BP devices. Methods and results: We searched MEDLINE, Embase, IEEE Xplore and the Cochrane Database till December 2019 for studies that reported validating cuffless BP devices. We extracted information about study characteristics, device features, validation processes, and clinical applications. Devices were classified according to their functions and features. We defined devices with a mean systolic BP (SBP) and diastolic BP (DBP) biases of <5 mmHg as valid as a consensus. Our definition of validity did not include assessment of device measurement precision, which is assessed by standard deviation of the mean difference-a critical component of ISO protocol validation criteria. Study quality was assessed using the Quality Assessment of Diagnostic Accuracy Studies version 2 tool. A random-effects model meta-analysis was performed to summarise the mean biases for SBP and DBP across studies. Of the 430 studies identified, 16 studies (15 devices, 974 participants) were selected. The majority of devices (81.3%) used photoplethysmography to estimate BP against a reference device; other technologies included tonometry, auscultation and electrocardiogram. In addition to BP and heart rate, some devices also measured night-time BP ( Conclusion: Several cuffless BP devices are currently available using different technologies, offering the potential for continuous BP monitoring. The variation in standards and validation protocols limited the comparability of findings across studies and the identification of the most accurate device. Challenges such as validation using standard protocols and in real-life settings must be overcome before they can be recommended for uptake into clinical practice.

Indexed as

Blood pressure (BP)Cardiovascular diseaseDigital healthHypertensionNon-invasiveValidation

Identifiers

PMID36713001
PMCPMC9708022
OpenAlexW4229080869

What Socratic holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.