Evidence mapPaperPMID 41301231Full record

ArticleBioengineering (Basel, Switzerland)2025

Smart e-Textile Singlet Prototype and Concept: Multi Sensor Sensing for Geriatric Monitoring.

Tobias Steinmetzer, Florian Wieczorek, Anselm Naake, Peter Wolf, Alexander Braun, Sven Michel

Abstract read
In one paragraph

Article in Bioengineering (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Tobias SteinmetzerDepartment of Therapy Sciences (II), Brandenburg University of Technology (BTU) Cottbus-Senftenberg, Platz der Deutschen Einheit 1, 03013 Cottbus, Germany.ORCID 0000-0003-0950-4718
Florian WieczorekSmart Textiles Hub GmbH, Königsbrücker Straße 96, Halle 16C, 01099 Dresden, Germany.ORCID 0000-0002-9825-2569
Anselm NaakeSmart Textiles Hub GmbH, Königsbrücker Straße 96, Halle 16C, 01099 Dresden, Germany.
Peter WolfFibercheck GmbH, Technologie-Campus 1, 09126 Chemnitz, Germany.
Alexander BraunDepartment of Therapy Sciences (II), Brandenburg University of Technology (BTU) Cottbus-Senftenberg, Platz der Deutschen Einheit 1, 03013 Cottbus, Germany.
Sven MichelDepartment of Therapy Sciences (II), Brandenburg University of Technology (BTU) Cottbus-Senftenberg, Platz der Deutschen Einheit 1, 03013 Cottbus, Germany.

Funding

Federal Ministry of Education, Science and Research 03WIR6308D
6 · The paper itself

Abstract

This paper explores the development of a Smart e-Textile Singlet designed to enhance geriatric care through continuous monitoring of vital health parameters. The proposed garment integrates various sensors to measure core body temperature, blood oxygen saturation, respiration rate, blood pressure, pulse, electrocardiogram (ECG), activity level, and risk of falls. Leveraging advanced technologies such as inertial measurement unit (IMU) sensors, thermoelectric materials, and piezoelectric fibers, the e-textile ensures both functionality and sustainability. Additionally, artificial intelligence algorithms are employed to provide near-real-time feedback and early warnings, significantly improving health management for elderly individuals. This innovative approach not only promotes autonomy and well-being among the elderly but also alleviates the workload of healthcare providers. The Smart e-Textile Singlet represents a multi-sensor solution by offering a holistic monitoring system.

Indexed as

blood pressurebreathingECGIMU sensorssingletSmart e-Textilewearable

Identifiers

PMID41301231
PMCPMC12650714

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.