Dielectric Characterization of Breast Biopsied Tissues as Pre-Pathological Aid in Early Cancer Detection: A Blinded Feasibility Study

Author:

Canicattì Eliana123ORCID,Sánchez-Bayuela Daniel Álvarez45ORCID,Romero Castellano Cristina4ORCID,Aguilar Angulo Paul Martín4ORCID,Giovanetti González Rubén4,Cruz Hernández Lina Marcela4,Ruiz Martín Juan6,Tiberi Gianluigi78,Monorchio Agostino23ORCID

Affiliation:

1. Department of Information Engineering, University of Pisa, 56126 Pisa, Italy

2. Consorzio Nazionale Interuniversitario per le Telecomunicazioni (CNIT), 43124 Parma, Italy

3. Free Space Srl, 56122 Pisa, Italy

4. Breast Imaging Department, Radiology Service, Complejo Hospitalario Universitario de Toledo, 45007 Toledo, Spain

5. Faculty of Chemical Science and Technology, Instituto Regional de Investigación Científica Aplicada, University of Castilla—La Mancha, 13001 Ciudad Real, Spain

6. Anatomic Pathology Service, Complejo Hospitalario Universitario de Toledo, 45007 Toledo, Spain

7. UBT—Umbria Bioengineering Technologies, 06081 Perugia, Italy

8. School of Engineering, London South Bank University, London SE1 0AA, UK

Abstract

Dielectric characterization has significant potential in several medical applications, providing valuable insights into the electromagnetic properties of biological tissues for disease diagnosis, treatment planning, and monitoring of therapeutic interventions. This work presents the use of a custom-designed electromagnetic characterization system, based on an open-ended coaxial probe, for discriminating between benign and malignant breast tissues in a clinical setting. The probe’s development involved a well-balanced compromise between physical feasibility and its combined use with a reconstruction algorithm known as the virtual transmission line model (VTLM). Immediately following the biopsy procedure, the dielectric properties of the breast tissues were reconstructed, enabling tissue discrimination based on a rule-of-thumb using the obtained dielectric parameters. A comparative analysis was then performed by analyzing the outcomes of the dielectric investigation with respect to conventional histological results. The experimental procedure took place at Complejo Hospitalario Universitario de Toledo—Hospital Virgen de la Salud, Spain, where excised breast tissues were collected and subsequently analyzed using the dielectric characterization system. A comprehensive statistical evaluation of the probe’s performance was carried out, obtaining a sensitivity, specificity, and accuracy of 81.6%, 61.5%, and 73.4%, respectively, compared to conventional histological assessment, considered as the gold standard in this investigation.

Funder

Italian Ministry of Education and Research

European Union's Horizon 2020 research and innovation program

Publisher

MDPI AG

Subject

Clinical Biochemistry

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