Evidence map›Paper›PMID 42852398›Full record

ArticleJournal of biomedical optics2026

Geometric decoupling of epidermal melanin and dermal hemoglobin signals using coaxial and spatially resolved NIRS.

Vedanshi Patel, Devang Vyas, John Hanks, Amir Tofighi Zavareh

Abstract read
In one paragraph

Article in Journal of biomedical optics, 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.

Vedanshi PatelTexas A&M University, Department of Biomedical Engineering, College Station, Texas, United States.
Devang VyasTexas A&M University, Department of Biomedical Engineering, College Station, Texas, United States.ORCID https://orcid.org/0009-0007-6887-9882
John HanksTexas A&M University, Department of Biomedical Engineering, College Station, Texas, United States.
Amir Tofighi ZavarehTexas A&M University, Department of Biomedical Engineering, College Station, Texas, United States.ORCID https://orcid.org/0000-0001-6602-8725

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Significance: Epidermal melanin can confound NIRS measurements of tissue oxygen saturation and reduce accuracy across skin tones. Aim: We evaluated whether a coaxial detector can provide a superficial reference that improves absolute Approach: Monte Carlo simulations of multilayer skin were evaluated using mutual information and XGBoost regression, with entire melanin levels held out during validation. Three detector configurations were compared: coaxial only, surface only, and the combined geometry. A secondary experimental analysis examined absolute and baseline referenced oxygenation prediction using validation that excluded one recording at a time. Results: The combined coaxial plus surface detector configuration reduced average Conclusions: These findings support future experimental validation of integrated coaxial plus spatially resolved probes for melanin-robust absolute tissue oxygenation monitoring.

Indexed as

EpidermisHemoglobinsMelaninsSignal Processing, Computer-AssistedComputer SimulationHumansMonte Carlo MethodOxygenOxygen SaturationSkinSpectroscopy, Near-InfraredHemoglobinsMelaninsOxygenmachine learningmelaninMonte Carlo simulationmutual informationnear-infrared spectroscopyperipheral arterial diseasespatially resolved spectroscopytissue oxygen saturationXGBoost

Identifiers

PMID42852398
PMCPMC13648949

What OpenQuestion holds

Textmetadata
Read underepoch 390

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.