Evidence map›Paper›PMID 41155078›Full record

ArticleBioengineering (Basel, Switzerland)2025

Microwave Breast Imaging System Modules, Enhancing Scan Quality and Reliability of Diagnostic Outputs During Clinical Testing.

Giannis Papatrechas, Angie Fasoula, Petros Arvanitis, Luc Duchesne, Alexis Raveneau, Julio Daniel Gil Cano, John O' Donnell, Sami Abd Elwahab, Michael Kerin

Abstract read
In one paragraph

Article in Bioengineering (Basel, Switzerland), 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

9 authors.

Giannis PapatrechasWavelia Healthcare, MVG Industries, 10563 Athens, Greece.
Angie FasoulaWavelia Healthcare, MVG Industries, 10563 Athens, Greece.ORCID 0000-0002-2495-5835
Petros ArvanitisWavelia Healthcare, MVG Industries, 10563 Athens, Greece.ORCID 0000-0002-1450-4475
Luc DuchesneWavelia Healthcare, MVG Industries, 91140 Villejust, France.
Alexis RaveneauWavelia Healthcare, MVG Industries, 91140 Villejust, France.
Julio Daniel Gil CanoWavelia Healthcare, MVG Industries, 91140 Villejust, France.
John O' DonnellDiscipline of Surgery, Lambe Institute for Translational Research, School of Medicine, University of Galway, H91TK33 Galway, Ireland.ORCID 0000-0002-1181-1605
Sami Abd ElwahabDiscipline of Surgery, Lambe Institute for Translational Research, School of Medicine, University of Galway, H91TK33 Galway, Ireland.ORCID 0000-0002-6839-4339
Michael KerinDiscipline of Surgery, Lambe Institute for Translational Research, School of Medicine, University of Galway, H91TK33 Galway, Ireland.ORCID 0000-0003-4164-5561

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Microwave Breast Imaging (MWBI) is an emerging imaging modality aiming to detect breast lesions, which are dielectrically contrasted against the background healthy tissue, in the microwave frequency spectrum. MWBI holds potential to outperform X-ray mammography's low sensitivity in young and dense breasts, thus supporting timelier detection of interval cancers, as a supplemental screening or diagnostic imaging method. The specificity of MWBI remains unknown, however, as management of false positives has not been systematically addressed yet. An earlier First-In-Human clinical investigation on 24 symptomatic patients provided proof-of-concept for the Wavelia MWBI sectorized multi-static radar imaging technology, which generates clinically meaningful 3D images of the breast, performs semi-automated detection of breast lesions and extracts diagnostic features to distinguish malignant from benign lesions. This paper focuses on a set of technological upgrades, accessories and data processing modules, designed and implemented in the 2nd generation prototype of Wavelia, to handle the diversity in breast geometry, tissue consistency and deformability, in a larger clinical investigation reporting on the bilateral MWBI scan of 62 patients. The presented add-on modules contribute to enhanced quality of scan and a more valid reference reporting space for the MWBI imaging outputs, with a direct positive impact on overall specificity.

Indexed as

breast cancer diagnosisbreast imagingbreast surface reconstructionmedical radarmicrowave imaging

Identifiers

PMID41155078
PMCPMC12561598

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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.