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A COTS-Based Microwave Imaging System for Breast-Cancer Detection. | LitMetric

AI Article Synopsis

  • Microwave imaging is a new breast cancer detection method that could enhance existing techniques like mammography and ultrasound, offering no-risk for patients and potential cost savings for healthcare systems.
  • Current prototypes rely on expensive lab equipment, which can hinder practical use due to high costs and long processing times for image reconstruction.
  • This paper introduces a prototype using affordable microwave components and a specialized processing system that significantly improves speed and accuracy, outperforming expensive equipment by being over 20 times faster and comparable in accuracy.

Article Abstract

Microwave imaging is an emerging breast cancer diagnostic technique, which aims at complementing already established methods like mammography, magnetic resonance imaging, and ultrasound. It offers two striking advantages: no-risk for the patient and potential low-cost for national health systems. So far, however, the prototypes developed for validation in labs and clinics used costly lab instruments such as a vector network analyzer (VNA). Moreover, the CPU time required by complex image reconstruction algorithms may not be compatible with the duration of a medical examination. In this paper, both these issues are tackled. Indeed, we present a prototype system based on low-cost and off-the-shelf microwave components, custom-made antennas, and a small form-factor processing system with an embedded field-programmable gate array for accelerating the execution of the imaging algorithm. We show that our low-cost system can compete with an expensive VNA in terms of accuracy, and it is more than 20x faster than a high-performance server at image reconstruction.

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Source
http://dx.doi.org/10.1109/TBCAS.2017.2703588DOI Listing

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