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1.
IEEE Trans Biomed Eng ; 68(3): 959-966, 2021 03.
Article in English | MEDLINE | ID: mdl-32749959

ABSTRACT

OBJECTIVE: The potentialities of improving the penetration of millimeter waves for breast cancer imaging are here explored. METHODS: A field focusing technique based on a convex optimization method is proposed, capable of increasing the field level inside a breast-emulating stratification. RESULTS: The theoretical results are numerically validated via the design and simulation of two circularly polarized antennas. The experimental validation of the designed antennas, using tissue-mimicking phantoms, is provided, being in good agreement with the theoretical predictions. CONCLUSION: The possibility of focusing, within a lossy medium, the electromagnetic power at millimeter-wave frequencies is demonstrated. SIGNIFICANCE: Field focusing can be a key for using millimeter waves for breast cancer detection.


Subject(s)
Breast Neoplasms , Breast/diagnostic imaging , Breast Neoplasms/diagnostic imaging , Diagnostic Imaging , Electromagnetic Phenomena , Female , Humans , Phantoms, Imaging
2.
Breast ; 45: 64-69, 2019 Jun.
Article in English | MEDLINE | ID: mdl-30884340

ABSTRACT

PURPOSE: The evaluation of the surgical margin in breast conservative surgery is a matter of general interest as such treatments are subject to the critical issue of margin status as positive surgical margins can undermine the effectiveness of the procedure. The relatively unexplored ability of millimeter-wave (mm-wave) spectroscopy to provide insight into the dielectric properties of breast tissues was investigated as a precursor to their possible use in assessment of surgical margins. METHODS: We assessed the ability of a mm-wave system with a roughly hemispherical sensitive volume of ∼3 mm radius to distinguish malignant breast lesions in prospectively and consecutively collected tumoral and non-tumoral ex-vivo breast tissue samples from 91 patients. We characterized the dielectric properties of 346 sites in these samples, encompassing malignant, fibrocystic disease and normal breast tissues. An expert pathologist subsequently evaluated all measurement sites. RESULTS: At multivariate analysis, mm-wave dielectric properties were significantly correlated to histologic diagnosis and fat content. Further, using 5-fold cross-validation in a Bayesian logistic mixed model that considered the patient as a random effect, the mm-wave dielectric properties of neoplastic tissues were significantly different from normal breast tissues, but not from fibrocystic tissue. CONCLUSION: Reliable discrimination of malignant from normal, fat-rich breast tissue to a depth compatible with surgical margin assessment requirements was achieved with mm-wave spectroscopy.


Subject(s)
Breast Neoplasms/pathology , Breast Neoplasms/surgery , Dielectric Spectroscopy/statistics & numerical data , Margins of Excision , Mastectomy, Segmental , Adult , Aged , Aged, 80 and over , Bayes Theorem , Breast/pathology , Breast/surgery , Dielectric Spectroscopy/methods , Female , Fibrocystic Breast Disease/pathology , Fibrocystic Breast Disease/surgery , Humans , Logistic Models , Middle Aged , Multivariate Analysis , Prospective Studies , Reproducibility of Results , Sensitivity and Specificity
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