Assessing Patient-Specific Microwave Breast Imaging in Clinical Case Studies.
Assessing Patient-Specific Microwave Breast Imaging in Clinical Case Studies.
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DOI:
10.3390/s21238048
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发表时间:
2021-12-01
期刊:
影响因子:
--
通讯作者:
O'Halloran M
中科院分区:
文献类型:
--
作者:
O'Loughlin D;Elahi MA;Lavoie BR;Fear EC;O'Halloran M
Microwave breast imaging has seen increasing use in clinical investigations in the past decade with over eight systems having being trialled with patients. The majority of systems use radar-based algorithms to reconstruct the image shown to the clinician which requires an estimate of the dielectric properties of the breast to synthetically focus signals to reconstruct the image. Both simulated and experimental studies have shown that, even in simplified scenarios, misestimation of the dielectric properties can impair both the image quality and tumour detection. Many methods have been proposed to address the issue of the estimation of dielectric properties, but few have been tested with patient images. In this work, a leading approach for dielectric properties estimation based on the computation of many candidate images for microwave breast imaging is analysed with patient images for the first time. Using five clinical case studies of both healthy breasts and breasts with abnormalities, the advantages and disadvantages of computational patient-specific microwave breast image reconstruction are highlighted.
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