Evidence map›Paper›PMID 41157361›Full record

ArticleSensors (Basel, Switzerland)2025

Image-Analysis-Based Validation of the Mathematical Framework for the Representation of the Travel of an Accelerometer-Based Texture Testing Device.

Harald Paulsen, Margit Gföhler, Johannes Peter Schramel, Christian Peham

Abstract read
In one paragraph

Article in Sensors (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

4 authors.

Harald PaulsenResearch Unit for Biomechanics and Rehabilitation Engineering, TU Wien, 1060 Vienna, Austria.ORCID 0009-0006-1178-0809
Margit GföhlerResearch Unit for Biomechanics and Rehabilitation Engineering, TU Wien, 1060 Vienna, Austria.ORCID 0000-0002-8977-8702
Johannes Peter SchramelMovement Science Group, University Equine Hospital, University of Veterinary Medicine, 1210 Vienna, Austria.ORCID 0000-0002-3254-370X
Christian PehamMovement Science Group, University Equine Hospital, University of Veterinary Medicine, 1210 Vienna, Austria.ORCID 0000-0002-8363-5751

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Texture testing is applied in various industries. Recently, a simple, accelerometer-equipped texture testing device (Surface Tester of Food Resilience; STFR) has been developed, and we elaborated formulae describing the movement of the probe. In this paper, we describe the validation of said formulae, relying on video image analysis of the travel of the spherical probe. This allowed us to select the best-fit mathematical models. We elaborated formulae for accurate calculation of specimen surface characteristics and present an application integrating these formulae in the test procedure. The impact of correct height adjustment and specimen height was found to be critical for reproducibility of measurements and thus needs attendance. These findings form the basis for future comparative studies with established texture analyzers.

Indexed as

accelerometerhigh-speed recordingimage analysismathematical models

Identifiers

PMID41157361
PMCPMC12567729

What OpenQuestion holds

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LicenceCC BY
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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 OpenQuestion graph.