Evidence map›Paper›PMID 41755044›Full record

ArticleSensors (Basel, Switzerland)2026

User Authentication Using Inner-Wrist Skin Prints: Feasibility and Performance Assessment with Off-the-Shelf Fingerprint Sensor.

Szymon Cygan, Patryk Lamprecht, Jakub Żmigrodzki, Jan Łusakowski-Milencki, Nikolaos Simopulos, Adrian Zarycki, Piotr Muranty

Abstract read
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

7 authors.

Szymon CyganInstitute of Metrology and Biomedical Engineering, Warsaw University of Technology, 02-525 Warsaw, Poland.ORCID 0000-0001-5125-8616
Patryk LamprechtInvis sp. z o. o., 00-682 Warsaw, Poland.ORCID 0009-0000-8474-5672
Jakub ŻmigrodzkiInstitute of Metrology and Biomedical Engineering, Warsaw University of Technology, 02-525 Warsaw, Poland.ORCID 0000-0002-4107-0211
Jan Łusakowski-MilenckiInstitute of Metrology and Biomedical Engineering, Warsaw University of Technology, 02-525 Warsaw, Poland.ORCID 0009-0002-4405-3633
Nikolaos SimopulosInstitute of Metrology and Biomedical Engineering, Warsaw University of Technology, 02-525 Warsaw, Poland.
Adrian ZaryckiInstitute of Metrology and Biomedical Engineering, Warsaw University of Technology, 02-525 Warsaw, Poland.
Piotr MurantyTrue Moves sp. z o. o., 03-733 Warszawa, Poland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Wrist-worn devices enable new paradigms of implicit and continuous user authentication; however, identifying biometric modalities that combine reliability with practical integrability remains challenging. Inner-wrist skin texture represents a relatively unexplored biometric characteristic that may be acquired unobtrusively using commodity hardware. This study evaluates biometric verification based on inner-wrist skin texture using an off-the-shelf capacitive fingerprint sensor and an unmodified, manufacturer-provided fingerprint verification algorithm. Two experiments were conducted. Experiment 1 assessed baseline verification performance under controlled acquisition conditions in a cohort of 33 participants (21 male, 12 female; mean age 30.0 ± 16.9 years, range 10-71 years), yielding 1768 genuine authentication trials. Experiment 2 examined the effect of wrist posture variation under controlled flexion in a separate cohort of 15 participants (11 male, 4 female; mean age 30.9 years, range 18-49 years), with 3900 authentication trials recorded. Across 86,897 impostor comparisons in Experiment 1, no false acceptances were observed, corresponding to a conservative upper bound on the false acceptance rate of 6.7 × 10

Indexed as

Biometric IdentificationDermatoglyphicsWristAdolescentAdultAlgorithmsBiometryChildFemaleHumansMaleMiddle AgedYoung Adultbiometric verificationcapacitive fingerprint sensorskin texturewearable authenticationwrist biometricswrist-worn devices

Identifiers

PMID41755044
PMCPMC12943877

What OpenQuestion holds

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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.