Evidence map›Paper›PMID 41229883›Full record

ArticleJPhys photonics2026

Multi-layer self-calibrated algorithm for transabdominal fetal pulse oximetry: simulation and

Jingyi Wu, Martin P Debreczeny, Nevan C Hanumara, Neil Ray, Baptiste Jayet, Stefan Andersson-Engels, Jana M Kainerstorfer

Abstract read
In one paragraph

Article in JPhys photonics, 2026. 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. Article
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.

Jingyi WuDepartment of Biomedical Engineering, Carnegie Mellon University, Pittsburgh, PA, United States of America.ORCID https://orcid.org/0000-0003-3666-5082
Martin P DebreczenyRaydiant Oximetry, Inc., San Ramon, CA, United States of America.ORCID https://orcid.org/0000-0002-3354-9556
Nevan C HanumaraDepartment of Mechanical Engineering, Meassachusetts Institute of Technology, Cambridge, MA, United States of America.ORCID https://orcid.org/0000-0002-4707-4053
Neil RayRaydiant Oximetry, Inc., San Ramon, CA, United States of America.ORCID https://orcid.org/0009-0002-2678-2138
Baptiste JayetBiophotonics@Tyndall, Tyndall National Institution, T12 R5CP Cork, Ireland.
Stefan Andersson-EngelsBiophotonics@Tyndall, Tyndall National Institution, T12 R5CP Cork, Ireland.
Jana M KainerstorferDepartment of Biomedical Engineering, Carnegie Mellon University, Pittsburgh, PA, United States of America.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Transabdominal fetal pulse oximetry offers a promising approach to non-invasively monitor fetal arterial oxygen saturation (SaO

Indexed as

Monte Carlo simulationmulti-layer photon transportnear-infrared spectroscopyphoton partial pathlengthtransabdominal fetal pulse oximetry

Identifiers

PMID41229883
PMCPMC12603613

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.