Evidence map›Paper›PMID 39484130›Full record

ReviewReviews in cardiovascular medicine2024

Recent Advances in the Wearable Devices for Monitoring and Management of Heart Failure.

Victor Adeyi Odeh, Yifan Chen, Wenyan Wang, Xiaorong Ding

Registry-linked trialAbstract readReview
PubMed Full text at PMC Publisher
In one paragraph

Review in Reviews in cardiovascular medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07785895 (Real-World Validation of Huawei Wearable Technologies for Hypertension Risk Screening in Malaysia), which is not on this map. Cited by 13 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed, 1 pooled it
–field-weighted citation impact
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.

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
3 · Its place in the literature

Who cites it

13 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Review
  3. Review
  4. Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Prognostic Models in Heart Failure: Hope or Hype?Journal of personalized medicine · 2025
    Review
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  11. Review
  12. Article
  13. 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

4 authors.

Victor Adeyi OdehDepartment of Biomedical Engineering, School of Life Science and Technology, University of Electronic Science and Technology of China, 610054 Chengdu, Sichuan, China.
Yifan ChenDepartment of Biomedical Engineering, School of Life Science and Technology, University of Electronic Science and Technology of China, 610054 Chengdu, Sichuan, China.
Wenyan WangHeart Failure Center, Sichuan Academy of Medical Science and Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, 610054 Chengdu, Sichuan, China.
Xiaorong DingDepartment of Biomedical Engineering, School of Life Science and Technology, University of Electronic Science and Technology of China, 610054 Chengdu, Sichuan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Heart failure (HF) is an acute and degenerative condition with high morbidity and mortality rates. Early diagnosis and treatment of HF can significantly enhance patient outcomes through admission and readmission reduction and improve quality of life. Being a progressive condition, the continuous monitoring of vital signs and symptoms of HF patients to identify any deterioration and to customize treatment regimens can be beneficial to the management of this disease. Recent breakthroughs in wearable technology have revolutionized the landscape of HF management. Despite the potential benefits, the integration of wearable devices into HF management requires careful consideration of technical, clinical, and ethical challenges, such as performance, regulatory requirements and data privacy. This review summarizes the current evidence on the role of wearable devices in heart failure monitoring and management, and discusses the challenges and opportunities in the field.

Indexed as

cardiovascular monitoringheart failurephysical activityvital signswearable devices

Identifiers

PMID39484130
PMCPMC11522764

What Socratic holds

Textmetadata
LicenceCC BY
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.