Evidence map›Paper›PMID 41584820›Full record

ArticleBiomedical engineering letters2026

An accurate analytical modeling method for microwave-based breast tumor detection and phantom manufacturing.

Kyrillos Youssef, Ahmed H Abd El-Malek, Haruichi Kanaya, Mohammed Abo-Zahhad

Abstract read
In one paragraph

Article in Biomedical engineering letters, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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

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3 · Its place in the literature

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0 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Kyrillos YoussefDepartment of Electronics and Communications Engineering, Egypt-Japan University of Science and Technology, New Borg El-Arab City, Alexandria, Egypt.ORCID 0009-0002-0506-0136
Ahmed H Abd El-MalekDepartment of Electronics and Communications Engineering, Egypt-Japan University of Science and Technology, New Borg El-Arab City, Alexandria, Egypt.ORCID 0000-0002-7906-815X
Haruichi KanayaDept. of Electronics, Kyushu University, Motooka 744, Fukuoka, 819-0395 Japan.ORCID 0000-0003-0357-2306
Mohammed Abo-ZahhadDepartment of Electronics and Communications Engineering, Egypt-Japan University of Science and Technology, New Borg El-Arab City, Alexandria, Egypt.ORCID 0000-0002-7926-0037

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Early detection of breast cancer significantly improves survival rates, with nearly all patients surviving for over five years. Mathematical modeling of cancerous tissue dynamics facilitates the rapid detection of tumors. This study introduces an innovative segmented hemispherical modeling approach for breast tissue, wherein the tissues are modeled as electrical capacitors with unequal plates. The structure and performance of the proposed hemispherical model are thoroughly examined. The effective permittivity, [Formula: see text], of both individual breast tissues and the entire breast is computed using their dielectric properties. The proposed closed-form breast model is analyzed and compared with state-of-the-art methods through analytical, simulation-based, and experimental approaches. The proposed segmented hemispherical modeling technique significantly outperforms traditional cubic models, achieving substantially higher discrimination levels of 0.335 compared to 0.001 for fatty breast tissue and 0.412 compared to 0.001 for dense breast tissue. The model accurately replicates real breast anatomy and demonstrates superior efficacy in tumor detection, showing a simulated difference of 3 dB and 7 degrees in the magnitude and phase of the [Formula: see text]-parameters, respectively. Furthermore, the proposed method holds promising potential for developing an affordable and simple breast phantom fabrication method that, if adopted, could significantly facilitate research in laboratory settings. These phantoms would maintain high accuracy in replicating real breast tissue and contribute to more practical and reliable results in breast cancer detection techniques.

Indexed as

Analytical modelingBreast cancerBreast phantom fabricationCancer detectionMicrowave imaging

Identifiers

PMID41584820
PMCPMC12824079

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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.