Evidence map›Paper›PMID 41458084›Full record

ArticleFrontiers in pediatrics2025

Newborn clinical condition assessment using infrared thermography: correlation with the Apgar score in a prospective cohort study.

Mathilde Letouzey, Samuel Diop, Claude Elvire Pédié Kengoum, Anne Rousseau, Noémie Hot, Juliette François, Thibaud Quibel, Paul Berveiller, Pascal Boileau, François Jouen and 2 more

Abstract read
In one paragraph

Article in Frontiers in pediatrics, 2025. 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
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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

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

12 authors.

Mathilde LetouzeyService de Néonatalogie, Hôpital de Poissy St-Germain-en-Laye, Poissy, France.
Samuel DiopLaboratoire Cognitions Humaine et Artificielle, EPHE, Université PSL, Aubervilliers, France.
Claude Elvire Pédié KengoumLaboratoire Cognitions Humaine et Artificielle, EPHE, Université PSL, Aubervilliers, France.
Anne RousseauService de Néonatalogie, Hôpital de Poissy St-Germain-en-Laye, Poissy, France.
Noémie HotService de Néonatalogie, Hôpital de Poissy St-Germain-en-Laye, Poissy, France.
Juliette FrançoisService de Néonatalogie, Hôpital de Poissy St-Germain-en-Laye, Poissy, France.
Thibaud QuibelService de Néonatalogie, Hôpital de Poissy St-Germain-en-Laye, Poissy, France.
Paul BerveillerService de Néonatalogie, Hôpital de Poissy St-Germain-en-Laye, Poissy, France.
Pascal BoileauService de Néonatalogie, Hôpital de Poissy St-Germain-en-Laye, Poissy, France.
François JouenLaboratoire Cognitions Humaine et Artificielle, EPHE, Université PSL, Aubervilliers, France.
Imen TrabelsiLaboratoire Cognitions Humaine et Artificielle, EPHE, Université PSL, Aubervilliers, France.
Jean BergouniouxSystèmes Intelligents en Neurologie et Réanimation Pédiatrique, R2P2, Garches, France.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objectives: The Apgar score remains subjective in key components despite its clinical importance. An objective method using infrared thermography could enhance neonatal assessment precision. To describe early surface thermal adaptation patterns during the first 10 min after birth using infrared thermography (IRT) and to benchmark these descriptive patterns against concurrently assigned Apgar scores. This feasibility study evaluates operational characteristics of IRT as a non-contact, objective adjunct to routine assessment; it does not establish prediction or clinical utility. Study design: Prospective cohort of 223 full-term cesarean-delivered newborns at a tertiary maternity hospital (2021-2023). Whole-body IRT was captured at 1, 3, 5, and 10 min after birth (T1-T10). Infants were described by Apgar at 1 min (≤7 vs. ≥8). Results: Descriptive visualizations showed observable differences in early surface temperature distributions for infants with lower Apgar scores at 1 min, with progressive warming and convergence between groups over time. Early rectal (central) temperatures in the low-Apgar group were sparsely recorded due to clinical priorities and are presented for transparency only. Conclusions: IRT can visualize thermal adaptation during immediate neonatal transition and may serve as a non-contact, objective adjunct to clinical assessment. Further outcome-based validation in larger, more heterogeneous cohorts is needed before clinical implementation.

Indexed as

apgar scoreinfrared thermographyneonatal assessmentnewbornperipheral perfusionthermal adaptation

Identifiers

PMID41458084
PMCPMC12741121

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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.