Evidence map›Paper›PMID 40278795›Full record

ReviewAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2025

Advancements in Bio-Integrated Flexible Electronics for Hemodynamic Monitoring in Cardiovascular Healthcare.

Ke Huang, Zhiqiang Ma, Bee Luan Khoo

Abstract readReview
In one paragraph

Review in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
–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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

  1. Review
  2. Article
  3. Review
  4. Review
  5. Skin-Inspired Healthcare Electronics.Biomimetics (Basel, Switzerland) · 2025
    Review
  6. 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

3 authors.

Ke HuangDepartment of Biomedical Engineering, City University of Hong Kong, Hong Kong, 999077, China.ORCID https://orcid.org/0000-0002-5924-7062
Zhiqiang MaDepartment of Biomedical Engineering, City University of Hong Kong, Hong Kong, 999077, China.ORCID https://orcid.org/0000-0002-7939-9901
Bee Luan KhooDepartment of Biomedical Engineering, City University of Hong Kong, Hong Kong, 999077, China.ORCID https://orcid.org/0000-0003-1100-9994

Funding

City University of Hong Kong 7006082City University of Hong Kong 7020002City University of Hong Kong 7020073City University of Hong Kong 9609332City University of Hong Kong 9609333City University of Hong Kong 9678292Education Bureau Gifted Education Programme 3030780Hetao Shenzhen-Hong Kong Science and Technology Innovation Cooperation Zone Shenzhen Park Project HZQB-KCZYZ-2021017Hong Kong Center for Cerebro-Cardiovascular Health Engineering (COCHE), Innovation and Technology Commission PRP/001/22FXResearch Grants Council 8799020Research Grants Council 9048206
6 · The paper itself

Abstract

Cardiovascular diseases (CVDs) remain the leading cause of global mortality, highlighting the urgent need for effective monitoring and prevention strategies. The rapid advancement of flexible sensing technology and the development of conformal sensors have attracted significant attention due to their potential for continuous, real-time assessment of cardiovascular health over extended periods. This review outlines recent advancements in bio-integrated flexible electronics designed for hemodynamic monitoring and broader CVD healthcare applications. It introduces key physiological indicators relevant to hemodynamics, including heart rate, blood pressure, blood flow velocity, and cardiac output. Next, it discusses flexible bio-integrated electronics engineering strategies, such as working principles and configuration designs. Various non-invasive and invasive bio-integrated devices for monitoring these hemodynamic indicators are then presented. Additionally, the review highlights the role of artificial intelligence algorithms and their practical applications in bio-integrated electronics for hemodynamic detection. Finally, it proposes future directions and addresses potential challenges in the field.

Indexed as

Cardiovascular DiseasesElectronicsHemodynamic MonitoringHemodynamicsHumansMonitoring, Physiologicartificial intelligencebio‐integrated electronicscardiovascular diseasesflexible conformal sensorshemodynamic monitoring

Identifiers

PMID40278795
PMCPMC12224952

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.