Evidence map›Paper›PMID 42539498›Full record

ArticleFrontiers in oncology2026

Specificity of Celbrea, a novel noninvasive thermal screening device, in women with recent negative screening mammograms.

Nickolas Stabellini, Ashley Hendrix, Lisa McKnight, Linnea Cripe, Alejandra Alvarez, Jorge Salazar, Joseph H Dayan, Martin Fleming, Alberto J Montero

Abstract read
In one paragraph

Article in Frontiers in oncology, 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

9 authors.

Nickolas Stabellini *Case Western Reserve University, Cleveland, OH, United States.
Ashley Hendrix *Regional One Health, Memphis, TN, United States.
Lisa McKnightRegional One Health, Memphis, TN, United States.
Linnea CripeRegional One Health, Memphis, TN, United States.
Alejandra AlvarezRegional One Health, Memphis, TN, United States.
Jorge SalazarWelwaze Medical Inc, Miami, FL, United States.
Joseph H DayanThe Institute for Advanced Reconstruction, Red Bank, NJ, United States.
Martin Fleming *Regional One Health, Memphis, TN, United States.
Alberto J Montero *Case Western Reserve University, Cleveland, OH, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Breast cancer screening through mammography (MAM) remains the gold standard for early detection. However, MAM implementation faces several challenges, including psychological barriers, resource constraints, and reduced sensitivity in certain populations. Novel screening tools, complementary to mammography, may improve breast cancer detection rates and patient adherence to screening. This study evaluated whether negative results from Celbrea, a novel thermal-based device, were in agreement with negative MAM findings. Methods: We conducted a single-center retrospective cohort study at an imaging center in Memphis, Tennessee. Eligible participants were healthy women aged 25-80 years with bra cup size D or smaller, normal breast skin, and no prior breast cancer diagnosis undergoing routine annual screening MAM. Participants were screened with Celbrea, an FDA-cleared thermal device for breast disease detection. MAM results were classified as negative (BI-RADS 1 or 2) or positive. Celbrea results were classified as either: non-significant (temperature differential ≤2°F) or significant. We calculated specificity and negative predictive value (NPV) using confusion matrices. Results: Of 77 enrolled women, 68 had conclusive results for Celbrea. After excluding 5 women with BI-RADS 0 MAM, 63 were included in the final diagnostic performance analysis. Among these, 56 had negative results on both tests, 1 had a positive MAM (BI-RADS 3) with a non-significant Celbrea result, and 6 had negative MAM with significant Celbrea findings. Overall specificity was 90.3% (95% CI: 80.1-96.4) and NPV was 98.3% (95% CI: 90.6-100.0). Among women with almost entirely fatty or scattered fibroglandular tissue (n=35), specificity was 85.3% (95% CI: 68.9-95.1) and NPV was 96.7% (95% CI: 82.8-99.9). Among women with heterogeneously or extremely dense breasts (n=28), specificity was 96.4% (95% CI: 81.7-99.9) and NPV was 100.0% (95% CI: 87.2-100.0). Conclusions: Celbrea showed concordance of negative results with MAM. These findings demonstrate good discriminatory capacity and suggest potential clinical utility as an adjunctive or triage tool.

Indexed as

breast cancerbreast diseasecomplementarydevicemammographyscreening

Identifiers

PMID42539498
PMCPMC13423674

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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.