Evidence mapPaperPMID 41744711Full record

ReviewBiosensors2026

Wearable Sensors for Health Monitoring.

Caroline Abreu, Carla Bédard, Jean-Christophe Lourme, Benoit Piro

Abstract readReview
In one paragraph

Review in Biosensors, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Review
  3. 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.

Caroline AbreuITODYS, CNRS, Université Paris Cité, 75006 Paris, France.ORCID 0000-0002-7530-4071
Carla BédardValoTec, 1 Mail du Professeur Georges Mathé, 94800 Villejuif, France.
Jean-Christophe LourmeValoTec, 1 Mail du Professeur Georges Mathé, 94800 Villejuif, France.
Benoit PiroITODYS, CNRS, Université Paris Cité, 75006 Paris, France.ORCID 0000-0003-2874-5824

Funding

Agence Nationale de la Recherche LabCom ANR-23-LCV1-0005-01Horizon Europe Research and Innovation Programme [HORIZON-KDT-JU-2023-1-IA-Topic-1]-[GA 101140052
6 · The paper itself

Abstract

The growing global population and the rapid increase in older adults are driving healthcare costs upward. In response, the healthcare system is shifting toward models that enable continuous monitoring of individuals without requiring hospital admission. Advances in sensing technologies, embedded systems, wireless communication, nanotechnology, and device miniaturization have made these smart systems possible. Wearable sensors can monitor physiological indicators and other symptoms, helping to detect unusual or unexpected events. This allows for the provision of timely assistance when it is needed most. This paper outlines the challenges associated with these systems and reviews recent developments in wearable, sensor-based human activity monitoring. The focus is on health monitoring applications, including relevant biomarkers, wearable and implantable sensors, and established sensor technologies currently used in healthcare, as well as future prospects. It also discusses the challenges involved in researching, developing, and applying these sensors. The goal is to promote the widespread use of these sensors in human health monitoring.

Indexed as

biochemical monitoringbiomarkersbody fluid analysishealth monitoringimplantable sensorsscreening and early diagnosticssensorswearable sensors

Identifiers

PMID41744711
PMCPMC12938433

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.