Evidence map›Paper›PMID 40150778›Full record

ArticleBioengineering (Basel, Switzerland)2025

Development and Metrological Characterization of Low-Cost Wearable Pulse Oximeter.

Andrea Cataldo, Enrico Cataldo, Antonio Masciullo, Raissa Schiavoni

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. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Trial
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.

Andrea CataldoDepartment of Engineering for Innovation, University of Salento, 73100 Lecce, Italy.ORCID 0000-0001-9031-7690
Enrico CataldoDepartment of Engineering for Innovation, University of Salento, 73100 Lecce, Italy.
Antonio MasciulloDepartment of Engineering for Innovation, University of Salento, 73100 Lecce, Italy.ORCID 0000-0001-8715-2303
Raissa SchiavoniDepartment of Engineering for Innovation, University of Salento, 73100 Lecce, Italy.ORCID 0000-0002-8462-5563

Funding

PRIN Project "PRIN 2022 "CPMS - Reshaping the 255 Role of Measurement in the 4.0 Era: towards a Cyber-Physical Measurement System for Advanced 256 Monitoring Applications 20227Y5NZ2
6 · The paper itself

Abstract

Pulse oximetry is essential for monitoring arterial oxygen saturation (SpO2) and heart rate (HR) in various medical scenarios. However, the traditional pulse oximeters face challenges related to high costs, motion artifacts, and susceptibility to ambient light interference. This work presents a low-cost experimental pulse oximeter prototype designed to address these limitations through design advancements. The device incorporates a 3D-printed finger support to minimize motion artifacts and excessive capillary pressure, along with an elastic element to enhance stability. Unlike conventional transmission-based oximetry, the prototype employs a reflectance-based measurement approach, improving versatility and enabling reliable readings even in cases of poor peripheral perfusion. Additionally, the integration of light-shielding materials mitigates the effects of ambient illumination, ensuring accurate operation in challenging environments such as surgical settings. Metrological characterization demonstrates that the prototype achieves accuracy comparable to that of the commercial GIMA Oxy-50 pulse oximeter while maintaining a production cost at approximately one-tenth of the commercial alternatives. This study highlights the potential of the prototype to deliver affordable and reliable pulse oximetry for different applications.

Indexed as

arterial oxygen saturation SpO2heart rate (HR) monitoringlow-cost medical devicesmotion artifact reductionpulse oximetersignal processing

Identifiers

PMID40150778
PMCPMC11939678

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.