Evidence map›Paper›PMID 41668774›Full record

ArticleIEEE journal of translational engineering in health and medicine2026

Development of an Optical Sensor for Real-Time Monitoring of Hemodynamic Parameters in Extracorporeal Settings.

Osama Elgabori, William B Scammon, Kelly R Strong, Jingyi Wu, Keith E Cook, Jana M Kainerstorfer

Abstract read
In one paragraph

Article in IEEE journal of translational engineering in health and medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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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

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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.

Osama ElgaboriDepartment of Biomedical Engineering Pittsburgh PA 15213 USA.ORCID 0009-0009-3818-8356
William B ScammonDepartment of Biomedical Engineering Pittsburgh PA 15213 USA.
Kelly R StrongDepartment of Biomedical Engineering Pittsburgh PA 15213 USA.ORCID 0000-0001-9813-2252
Jingyi WuDepartment of Biomedical Engineering Pittsburgh PA 15213 USA.ORCID 0000-0003-3666-5082
Keith E CookDepartment of Biomedical Engineering Pittsburgh PA 15213 USA.
Jana M KainerstorferDepartment of Biomedical Engineering Pittsburgh PA 15213 USA.ORCID 0000-0002-9481-8377

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveWhole blood oxygen saturation and hemoglobin concentration are key markers of health across a variety of clinical contexts. Extracorporeal systems (dialysis, cardiopulmonary bypass, ECMO, etc.) require close monitoring of these parameters for proper patient treatment and intervention. Currently, blood gas analyzers are the gold standard for such measurements, however, these devices are invasive and fail to provide real-time results. In contrast, optical sensors can non-invasively probe whole blood for real-time monitoring of oxygen saturation and hemoglobin concentration. While commercial devices that implement such sensors exist, they not only fail to reduce the overall footprint of extracorporeal systems but instead increase it. Technology or Method: In this work, we develop small form factor optical sensors to be compatible with extracorporeal systems and obtain accurate real-time results using an empirical calibration method. We evaluate the performance of a pair of these optical sensors using this calibration through in-vitro experiments with whole blood.

resultsResults showed an average accuracy root-mean square error of 1.30 g/dL for hemoglobin concentration and 4.76 % for saturation.

conclusionsThese results demonstrate the potential viability of these sensors for use in assessing extracorporeal device performance and patient health.

Indexed as

Extracorporeal CirculationHemodynamicsOptical DevicesCalibrationEquipment DesignHemoglobinsHumansOxygen SaturationHemoglobinsExtracorporeal systemshemodynamic monitoringmedical devicesoptical spectroscopy

Identifiers

PMID41668774
PMCPMC12885492

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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.