Evidence map›Paper›PMID 42122592›Full record

ArticleSensors (Basel, Switzerland)2026

Assessing the Diagnostic Performance of a Smart Bra Using Temperature and Bioimpedance for Breast Cancer Detection: A First-in-Human Study.

Anne-Sophie Belmont, Marie-Valérie Moreno, Eloise Aubret, Justine Dubreuil, Nathalie Piazon, Julien Berthiller, Maxime Bonjour, Emmanuelle Dantony, Audrey Haquin, Marion Cortet

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Sensors (Basel, Switzerland), 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

10 authors.

Anne-Sophie BelmontPlateforme Transversale de Recherche Clinique de l'Institut de Cancérologie, Hospices Civils de Lyon, 69495 Pierre-Bénite, France.ORCID 0009-0006-7636-7345
Marie-Valérie MorenoResearch and Development Center, RunSys, 162 Lot le Verger, 69380 Chasselay, France.ORCID 0000-0003-0070-9856
Eloise AubretPlateforme Transversale de Recherche Clinique de l'Institut de Cancérologie, Hospices Civils de Lyon, 69495 Pierre-Bénite, France.
Justine DubreuilPlateforme Transversale de Recherche Clinique de l'Institut de Cancérologie, Hospices Civils de Lyon, 69495 Pierre-Bénite, France.
Nathalie PiazonService de Gynécologie, Hôpital de la Croix-Rousse, Hospices Civils de Lyon, 69004 Lyon, France.ORCID 0009-0009-5508-6650
Julien BerthillerPôle de Santé Public, Hospices Civils de Lyon, 69 003 Lyon, France.
Maxime BonjourPôle de Santé Public, Hospices Civils de Lyon, 69 003 Lyon, France.ORCID 0000-0003-2205-9655
Emmanuelle DantonyPôle de Santé Public, Hospices Civils de Lyon, 69 003 Lyon, France.ORCID 0000-0001-5143-0666
Audrey HaquinService d'Imageries Médicales, Hôpital de la Croix-Rousse, Hospices Civils de Lyon, 69004 Lyon, France.
Marion CortetService de Gynécologie, Hôpital de la Croix-Rousse, Hospices Civils de Lyon, 69004 Lyon, France.ORCID 0000-0001-6770-7340

Funding

Cancéropôle Lyon Auvergne-Rhône-Alpes CV-2021-024Fondation de l'Avenir AP-RM-21-001
6 · The paper itself

Abstract

(1) Background: Breast cancer screening remains limited by mammography, particularly in younger women, in dense breast tissue, and in the detection of interval cancers. The PHI-BRA Smart Bra was developed as a wearable, non-invasive device combining thermography and bioimpedance for frequent breast monitoring. This first-in-human study aimed to assess the feasibility and in vivo diagnostic performance of the PHI-BRA system in discriminating between women with and without breast lesions. (2) Methods: A prospective feasibility study was conducted between March 2023 and February 2024. A calibration cohort (

Indexed as

Breast NeoplasmsAdultAgedEarly Detection of CancerElectric ImpedanceFeasibility StudiesFemaleHumansMammographyMiddle AgedProspective StudiesROC CurveTemperatureThermographyWearable Electronic Devicesbioimpedancebreast cancer screeningfirst-in-human studysmart brathermographywearable medical device

Identifiers

PMID42122592
PMCPMC13166042

What OpenQuestion holds

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Registered trials

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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.