Evidence map›Paper›PMID 41902138›Full record

ArticleSensors (Basel, Switzerland)2026

Technical Characteristics and Biomedical Applications of Flexible Pressure Sensor Matrices: A Scoping Review.

Stefano Cimignolo, Damiano Fruet, Giandomenico Nollo, Michela Masè

Abstract readScoping Review
In one paragraph

Article in Sensors (Basel, Switzerland), 2026. 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

4 authors.

Stefano CimignoloDepartment of Industrial Engineering, University of Trento, 38123 Trento, Italy.
Damiano FruetDepartment of Industrial Engineering, University of Trento, 38123 Trento, Italy.ORCID 0000-0003-2956-7652
Giandomenico NolloDepartment of Industrial Engineering, University of Trento, 38123 Trento, Italy.ORCID 0000-0002-9837-083X
Michela MasèDepartment of Industrial Engineering, University of Trento, 38123 Trento, Italy.ORCID 0000-0001-9588-677X

Funding

MUR PNRR project INEST- Interconnected Nord-Est Innovation Ecosystem funded by the NextGenerationEU ECS00000043
6 · The paper itself

Abstract

Flexible pressure sensors have been increasingly proposed for clinical monitoring applications. However, the available evidence on the technical characteristics and the biomedical applications of these technologies remains fragmented. To fill this gap, this scoping review aimed to map the available literature (i) to identify the existing flexible pressure sensor matrices proposed for biomedical applications, their technical characteristics, and usage contexts, and (ii) to determine the systems integrated into bed-based support surfaces for clinical monitoring functions. The scoping review was conducted following the guidelines of the Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for scoping reviews. PubMed, Scopus, and Web of Science databases were systematically searched to identify studies published between 2015 and 2025 that describe flexible pressure sensor matrices for biomedical monitoring and care applications. A total of 5021 records were screened, and 45 studies were included. Existing flexible pressure sensor matrices were mainly based on resistive and capacitive principles. Systems integrated into clinical support surfaces were primarily used for pressure distribution and posture monitoring, and spanned from experimental prototypes to commercially available technologies. A lack of technical specifications and relevant heterogeneity was observed among the studies. Flexible pressure sensors demonstrated potential for clinical monitoring, but standardized technological reporting and clinical validation protocols are needed to develop technically robust and clinically oriented pressure sensing solutions.

Indexed as

Biosensing TechniquesPressureEquipment DesignHumansMonitoring, Physiologicflexible pressure sensor arraysnon-invasive clinical monitoringpatient monitoringplantar pressurepressure distributionpressure-mapping systemspressure ulcer preventionresistive and capacitive sensorssensor sheetswearable interfaces

Identifiers

PMID41902138
PMCPMC13030172

What OpenQuestion holds

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Registered trials

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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 OpenQuestion graph.