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International Journal of Biomedical Imaging
Volume 2012, Article ID 851234, 12 pages
http://dx.doi.org/10.1155/2012/851234
Research Article

A Prototype System for Measuring Microwave Frequency Reflections from the Breast

Department of Electrical Engineering, Schulich School of Engineering, University of Calgary, Calgary, AB, Canada T2N 1N4

Received 30 September 2011; Accepted 16 January 2012

Academic Editor: Ian Craddock

Copyright © 2012 J. Bourqui et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Citations to this Article [64 citations]

The following is the list of published articles that have cited the current article.

  • A. Shahzad, M. O'Halloran, M. Glavin, and E. Jones, “A novel optimized parallelization strategy to accelerate microwave tomography for breast cancer screening,” 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp. 2456–2459, . View at Publisher · View at Google Scholar
  • Emily Porter, Adam Santorelli, and Milica Popovic, “Breast monitoring via time-domain microwave radar: Early clinical trial study,” 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp. 6601–6604, . View at Publisher · View at Google Scholar
  • Alex S. Beaverstone, and Natalia K. Nikolova, “Switched sensor array for near-field microwave imaging of tissue,” 2015 IEEE International Symposium on Antennas and Propagation & USNC/URSI National Radio Science Meeting, pp. 354–355, . View at Publisher · View at Google Scholar
  • Marko Helbig, Johannes Zender, Sebastian Ley, and Jurgen Sachs, “Simultaneous electrical and mechanical heart activity registration by means of synchronized ECG and M-sequence UWB sensor,” 2016 10th European Conference on Antennas and Propagation (EuCAP), pp. 1–3, . View at Publisher · View at Google Scholar
  • Jeremie Bourqui, and Elise C. Fear, “Average breast permittivity measurements: Preliminary results from current patient study,” 2016 10th European Conference on Antennas and Propagation (EuCAP), pp. 1–4, . View at Publisher · View at Google Scholar
  • L. N. Anishchenko, I. L. Alborova, and V. V. Razevig, “Microwave imaging of brest phantom by combined use of video-tracker and radar,” 2017 International Conference on Electromagnetics in Advanced Applications (ICEAA), pp. 527–530, . View at Publisher · View at Google Scholar
  • Saqib Salahuddin, Alessandra La Gioia, Muhammad Adnan Elahi, Emily Porter, Martin O'Halloran, and Atif Shahzad, “Comparison of in-vivo and ex-vivo dielectric properties of biological tissues,” 2017 International Conference on Electromagnetics in Advanced Applications (ICEAA), pp. 582–585, . View at Publisher · View at Google Scholar
  • A. Shahzad, A. Elahi, M. O'Halloran, E. Jones, and M. Glavin, “A massively parallel SIMD framework for fast 3D microwave tomography,” 2017 International Conference on Electromagnetics in Advanced Applications (ICEAA), pp. 1477–1481, . View at Publisher · View at Google Scholar
  • Alex S. Beaverstone, and Natalia K. Nikolova, “Modeling and design of a switched transceiver array for tissue imaging,” 2015 IEEE MTT-S International Conference on Numerical Electromagnetic and Multiphysics Modeling and Optimization (NEMO), pp. 1–3, . View at Publisher · View at Google Scholar
  • I. L. Alborova, and L. N. Anishchenko, “Experimental modeling of breast cancer detection by using radar aids,” 2016 Progress in Electromagnetic Research Symposium (PIERS), pp. 4635–4638, . View at Publisher · View at Google Scholar
  • L. N. Anishchenko, I. L. Alborova, M. A. Chizh, and A. V. Zhuravlev, “Microwave imaging of biological tissue phantom in different frequency ranges,” 2016 Progress in Electromagnetic Research Symposium (PIERS), pp. 4639–4643, . View at Publisher · View at Google Scholar
  • Marko Helbig, Katja Dahlke, Ingrid Hilger, Martin Kmec, and Jürgen Sachs, “Design and test of an imaging system for uwb breast cancer detection,” Frequenz, vol. 66, no. 11-12, pp. 387–394, 2012. View at Publisher · View at Google Scholar
  • Jeremie Bourqui, and Elise C. Fear, “Shielded UWB Sensor for Biomedical Applications,” Ieee Antennas and Wireless Propagation Letters, vol. 11, pp. 1614–1617, 2012. View at Publisher · View at Google Scholar
  • E. C. Fear, J. Bourqui, C. Curtis, D. Mew, B. Docktor, and C. Romano, “Microwave Breast Imaging With a Monostatic Radar-Based System: A Study of Application to Patients,” Ieee Transactions On Microwave Theory And Techniques, vol. 61, no. 5, pp. 2119–2128, 2013. View at Publisher · View at Google Scholar
  • M. Kuhlmann, E.C. Fear, A. Ramirez-Serrano, and S. Federico, “Mechanical model of the breast for the prediction of deformation during imaging,” Medical Engineering & Physics, vol. 35, no. 4, pp. 470–478, 2013. View at Publisher · View at Google Scholar
  • Joseph J. Korfhagen, Madhuvanthi A. Kandadai, Joseph F. Clark, Opeolu Adeoye, and George J. Shaw, “A prototype device for non-invasive continuous monitoring of intracerebral hemorrhage,” Journal of Neuroscience Methods, vol. 213, no. 1, pp. 132–137, 2013. View at Publisher · View at Google Scholar
  • Emily Porter, Evgeny Kirshin, Adam Santorelli, Mark Coates, and Milica Popoví, “Time-domain multistatic radar system for microwave breast screening,” IEEE Antennas and Wireless Propagation Letters, vol. 12, pp. 229–232, 2013. View at Publisher · View at Google Scholar
  • Conceicao, Medeiros, O'Halloran, Rodriguez-Herrera, Flores-Tapia, and Pistorius, “Initial classification of breast tumour phantoms using a UWB radar prototype,” Proceedings of the 2013 International Conference on Electromagnetics in Advanced Applications, ICEAA 2013, pp. 720–723, 2013. View at Publisher · View at Google Scholar
  • Douglas Kurrant, and Elise Fear, “Defining regions of interest for microwave imaging using near-field reflection data,” IEEE Transactions on Microwave Theory and Techniques, vol. 61, no. 5, pp. 2137–2145, 2013. View at Publisher · View at Google Scholar
  • Petrović, Risman, and Otterskog, “Antenna applicator design for microwave imaging of the interior of human breasts,” Journal of Physics D: Applied Physics, vol. 47, no. 38, 2014. View at Publisher · View at Google Scholar
  • N. R. Epstein, P. M. Meaney, and K. D. Paulsen, “3D parallel-detection microwave tomography for clinical breast imaging,” Review of Scientific Instruments, vol. 85, no. 12, pp. 124704, 2014. View at Publisher · View at Google Scholar
  • Darren Craven, Martin O'Halloran, Brian McGinley, Raquel C Conceicao, Liam Kilmartin, Edward Jones, and Martin Glavin, “Compressive sampling for time critical microwave imaging applications.,” Healthcare technology letters, vol. 1, no. 1, pp. 6–12, 2014. View at Publisher · View at Google Scholar
  • Charlotte Curtis, and Elise Fear, “Beamforming in the frequency domain with applications to microwave breast imaging,” 8th European Conference on Antennas and Propagation, EuCAP 2014, pp. 72–76, 2014. View at Publisher · View at Google Scholar
  • Jeremie Bourqui, and Elise C. Fear, “Biological tissues assesment using transmitted microwave signals,” 8th European Conference on Antennas and Propagation, EuCAP 2014, pp. 77–78, 2014. View at Publisher · View at Google Scholar
  • Emily Porter, Adam Santorelli, and Milica Popovic, “Time-domain microwave radar for breast screening: Initial testing with volunteers,” 8th European Conference on Antennas and Propagation, EuCAP 2014, pp. 104–107, 2014. View at Publisher · View at Google Scholar
  • Helbig, Sachs, Tansi, and Hilger, “Experimental feasibility study of contrast agent enhanced UWB breast imaging by means of M-sequence sensor systems,” 8th European Conference on Antennas and Propagation, EuCAP 2014, pp. 311–315, 2014. View at Publisher · View at Google Scholar
  • Ilja Merunka, Ondrej Fiser, Lucie Vojackova, Jan Vrba, and David Vrba, “Utilization potential of balanced antipodal Vivaldi antenna for microwave hyperthermia treatment of breast cancer,” 8th European Conference on Antennas and Propagation, EuCAP 2014, pp. 706–710, 2014. View at Publisher · View at Google Scholar
  • Porter, Santorelli, and Popović, “Measurement uncertainties in differential radar applied to breast imaging,” 2014 IEEE Sensors Applications Symposium, SAS 2014 - Proceedings, pp. 6–10, 2014. View at Publisher · View at Google Scholar
  • Emily Porter, Adam Santorelli, and Milica Popovic, “Time-Domain Microwave Radar Applied to Breast Imaging: Measurement Reliability in a Clinical Setting,” Progress In Electromagnetics Research-Pier, vol. 149, pp. 119–132, 2014. View at Publisher · View at Google Scholar
  • Martin O'Halloran, Martin Glavin, Atif Shahzad, and Edward Jones, “A preprocessing filter for multistatic microwave breast imaging for enhanced tumour detection,” Progress In Electromagnetics Research B, vol. 57, no. 1, pp. 115–126, 2014. View at Publisher · View at Google Scholar
  • Ahmed T. Mobashsher, and Amin M. Abbosh, “Artificial Human Phantoms,” Ieee Microwave Magazine, vol. 16, no. 6, pp. 42–62, 2015. View at Publisher · View at Google Scholar
  • Ovidio Mario Bucci, Lorenzo Crocco, and Rosa Scapaticci, “On the Optimal Measurement Configuration for Magnetic Nanoparticles-Enhanced Breast Cancer Microwave Imaging,” Ieee Transactions On Biomedical Engineering, vol. 62, no. 2, pp. 407–414, 2015. View at Publisher · View at Google Scholar
  • Adam Santorelli, Emily Porter, Eric Kang, Taylor Piske, Milica Popovic, and Joshua D. Schwartz, “A Time-Domain Microwave System for Breast Cancer Detection Using a Flexible Circuit Board,” IEEE Transactions on Instrumentation and Measurement, vol. 64, no. 11, pp. 2986–2994, 2015. View at Publisher · View at Google Scholar
  • Douglas Kurrant, Jeremie Bourqui, Charlotte Curtis, and Elise Fear, “Evaluation of 3-D Acquisition Surfaces for Radar-Based Microwave Breast Imaging,” IEEE Transactions on Antennas and Propagation, vol. 63, no. 11, pp. 4910–4920, 2015. View at Publisher · View at Google Scholar
  • Hadi Bahramiabarghouei, Emily Porter, Adam Santorelli, Benoit Gosselin, Milica Popovic, and Leslie A. Rusch, “Flexible 16 Antenna Array for Microwave Breast Cancer Detection,” IEEE Transactions on Biomedical Engineering, vol. 62, no. 10, pp. 2516–2525, 2015. View at Publisher · View at Google Scholar
  • Emily Porter, Adam Santorelli, Mark Coates, and Milica Popović, “Breast tissue screening with microwave time-domain radar: Initial clinical trials,” 2014 IEEE Conference on Antenna Measurements and Applications, CAMA 2014, 2015. View at Publisher · View at Google Scholar
  • Emily Porter, Adam Santorelli, Riza Kazemi, and Milica Popovic, “Microwave Time-Domain Radar: Healthy Tissue Variations Over the Menstrual Cycle,” IEEE Antennas and Wireless Propagation Letters, vol. 14, pp. 1310–1313, 2015. View at Publisher · View at Google Scholar
  • Hang Song, Hayato Kon, Yuji Seo, Afreen Azhari, Junichi Somei, Eiji Suematsu, Yuichi Watarai, Toshihiko Ota, Hiromasa Watanabe, Yoshinori Hiramatsu, Akihiro Toya, Xia Xiao, and Takamaro Kikkawa, “A Radar-Based Breast Cancer Detection System Using CMOS Integrated Circuits,” Ieee Access, vol. 3, pp. 2111–2121, 2015. View at Publisher · View at Google Scholar
  • Benjamin R. Lavoie, Michal Okoniewski, and Elise C. Fear, “Estimating the Effective Permittivity for Reconstructing Accurate Microwave-Radar Images,” Plos One, vol. 11, no. 9, pp. e0160849, 2016. View at Publisher · View at Google Scholar
  • Atif Shahzad, Martin O’Halloran, Edward Jones, and Martin Glavin, “A Multistage Selective Weighting Method for Improved Microwave Breast Tomography,” Computerized Medical Imaging and Graphics, 2016. View at Publisher · View at Google Scholar
  • Johan Jacob Mohr, and Tonny Rubæk, “Experimental Systems,” An Introduction to Microwave Imaging for Breast Cancer Detection, pp. 131–144, 2016. View at Publisher · View at Google Scholar
  • Elahi, Curtis, Lavoie, Glavin, Jones, Fear, and O'Halloran, “Performance of leading artifact removal algorithms assessed across microwave breast imaging prototype scan configurations,” Computerized Medical Imaging and Graphics, vol. 58, pp. 33–44, 2016. View at Publisher · View at Google Scholar
  • Y.P. Sun, S. Zhang, Z. Cui, and L.L. Qu, “CS based confocal microwave imaging algorithm for breast cancer detection,” Technology and Health Care, vol. 24, no. s2, pp. S757–S765, 2016. View at Publisher · View at Google Scholar
  • Emily Porter, Hadi Bahrami, Adam Santorelli, Benoit Gosselin, Leslie A. Rusch, and Milica Popovic, “A Wearable Microwave Antenna Array for Time-Domain Breast Tumor Screening,” IEEE Transactions on Medical Imaging, vol. 35, no. 6, pp. 1501–1509, 2016. View at Publisher · View at Google Scholar
  • A. T. Mobashsher, K. S. Bialkowski, A. M. Abbosh, and S. Crozier, “Design and Experimental Evaluation of a Non-Invasive Microwave Head Imaging System for Intracranial Haemorrhage Detection,” Plos One, vol. 11, no. 4, 2016. View at Publisher · View at Google Scholar
  • Emily Porter, Mark Coates, and Milica Popovic, “An Early Clinical Study of Time-Domain Microwave Radar for Breast Health Monitoring,” IEEE Transactions on Biomedical Engineering, vol. 63, no. 3, pp. 530–539, 2016. View at Publisher · View at Google Scholar
  • Martina T. Bevacqua, and Rosa Scapaticci, “A Compressive Sensing Approach for 3D Breast Cancer Microwave Imaging With Magnetic Nanoparticles as Contrast Agent,” Ieee Transactions On Medical Imaging, vol. 35, no. 2, pp. 665–673, 2016. View at Publisher · View at Google Scholar
  • Sollip Kwon, and Seungjun Lee, “Recent Advances in Microwave Imaging for Breast Cancer Detection,” International Journal of Biomedical Imaging, vol. 2016, pp. 1–25, 2016. View at Publisher · View at Google Scholar
  • Lulu Wang, “Early Diagnosis of Breast Cancer,” Sensors, vol. 17, no. 7, pp. 1572, 2017. View at Publisher · View at Google Scholar
  • Saqib Salahuddin, Finn Krewer, Emily Porter, and Martin O’ Halloran, “Optimised analytical models of the dielectric properties of biological tissue,” Medical Engineering and Physics, vol. 43, pp. 103–111, 2017. View at Publisher · View at Google Scholar
  • Hang Song, Shinsuke Sasada, Takayuki Kadoya, Morihito Okada, Koji Arihiro, Xia Xiao, and Takamaro Kikkawa, “Detectability of Breast Tumor by a Hand-held Impulse-Radar Detector: Performance Evaluation and Pilot Clinical Study,” Scientific Reports, vol. 7, no. 1, 2017. View at Publisher · View at Google Scholar
  • Muhammad Omer, and Elise C. Fear, “Automated 3D method for the construction of flexible and reconfigurable numerical breast models from MRI scans,” Medical & Biological Engineering & Computing, 2017. View at Publisher · View at Google Scholar
  • Emily Porter, Alessandra La Gioia, Adam Santorelli, and Martin O'Halloran, “Modeling of the dielectric properties of biological tissues within the histology region,” IEEE Transactions on Dielectrics and Electrical Insulation, vol. 24, no. 5, pp. 3290–3301, 2017. View at Publisher · View at Google Scholar
  • Yunpeng Li, Adam Santorelli, Mark Coates, Emily Porter, and Milica Popović, “Microwave breast cancer detection via cost-sensitive ensemble classifiers: Phantom and patient investigation,” Biomedical Signal Processing and Control, vol. 31, pp. 366–376, 2017. View at Publisher · View at Google Scholar
  • F. Töpfer, and J. Oberhammer, “Microwave cancer diagnosis,” Principles and Applications of Rf/Microwave in Healthcare and Biosensing, pp. 103–149, 2017. View at Publisher · View at Google Scholar
  • Hang Song, Afreen Azhari, Xia Xiao, Eiji Suematsu, Hiromasa Watanabe, and Takamaro Kikkawa, “Microwave Imaging Using CMOS Integrated Circuits with Rotating 4 × 4 Antenna Array on a Breast Phantom,” International Journal of Antennas and Propagation, vol. 2017, pp. 1–12, 2017. View at Publisher · View at Google Scholar
  • Kay Y. Liu, Elise C. Fear, and Mike E. Potter, “Data Preconditioning with Gabor nonstationary deconvolution for radar imaging of highly dissipative and dispersive media,” Progress In Electromagnetics Research B, vol. 72, no. 1, pp. 169–195, 2017. View at Publisher · View at Google Scholar
  • Md. Mahmud, Mohammad Islam, Norbahiah Misran, Ali Almutairi, and Mengu Cho, “Ultra-Wideband (UWB) Antenna Sensor Based Microwave Breast Imaging: A Review,” Sensors, vol. 18, no. 9, pp. 2951, 2018. View at Publisher · View at Google Scholar
  • Muhammad Elahi, Declan O’Loughlin, Benjamin Lavoie, Martin Glavin, Edward Jones, Elise Fear, and Martin O’Halloran, “Evaluation of Image Reconstruction Algorithms for Confocal Microwave Imaging: Application to Patient Data,” Sensors, vol. 18, no. 6, pp. 1678, 2018. View at Publisher · View at Google Scholar
  • Soraya Gavazzi, Paolo Limone, Giovanni De Rosa, Filippo Molinari, and Giuseppe Vecchi, “Comparison of microwave dielectric properties of human normal, benign and malignant thyroid tissues obtained from surgeries: a preliminary study,” Biomedical Physics & Engineering Express, vol. 4, no. 4, pp. 047003, 2018. View at Publisher · View at Google Scholar
  • Yunpeng Li, Aidong Men, and Hongchao Song, “Microwave breast cancer detection using time-frequency representations,” Medical and Biological Engineering and Computing, vol. 56, no. 4, pp. 571–582, 2018. View at Publisher · View at Google Scholar
  • Jeremie Bourqui, Martin Kuhlmann, Douglas Kurrant, Benjamin Lavoie, and Elise Fear, “Adaptive Monostatic System for Measuring Microwave Reflections from the Breast,” Sensors, vol. 18, no. 5, pp. 1340, 2018. View at Publisher · View at Google Scholar
  • Hoi-Shun Lui, and Andreas Fhager, “On the matching medium for microwave-based medical diagnosis,” Biomedical Physics & Engineering Express, vol. 4, no. 3, pp. 035015, 2018. View at Publisher · View at Google Scholar
  • Kwon, Son, and Lee, “Experimental Demonstration of In-Place Calibration for Time Domain Microwave Imaging System,” Radio Science, 2018. View at Publisher · View at Google Scholar