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Articles

Support Vector Machine-Based Ultrawideband Breast Cancer Detection System

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Pages 1807-1816 | Published online: 03 Apr 2012

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Jin Xu, Yu-Xue Ji, Miao Chen & Wen Wu. (2013) A novel miniaturized directly coupled UWB BPF. Journal of Electromagnetic Waves and Applications 27:10, pages 1301-1307.
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Pattarapong Phasukkit. (2022) Non-Ionic Deep Learning-Driven IR-UWB Multiantenna Scheme for Breast Tumor Localization. IEEE Access 10, pages 4536-4549.
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Shiban Kishen Koul & Priyansha KauravShiban Kishen Koul & Priyansha Kaurav. 2022. Sub-Terahertz Sensing Technology for Biomedical Applications. Sub-Terahertz Sensing Technology for Biomedical Applications 199 239 .
Min Lu, Xia Xiao, Guancong Liu & Hong Lu. (2021) Microwave breast tumor localization using wavelet feature extraction and genetic algorithm‐neural network. Medical Physics 48:10, pages 6080-6093.
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Pu Huang, Lijun Xu & Yuedong Xie. (2021) Biomedical Applications of Electromagnetic Detection: A Brief Review. Biosensors 11:7, pages 225.
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Maokun Li, Rui Guo, Ke Zhang, Zhichao Lin, Fan Yang, Shenheng Xu, Xudong Chen, Andrea Massa & Aria Abubakar. (2021) Machine Learning in Electromagnetics With Applications to Biomedical Imaging: A Review. IEEE Antennas and Propagation Magazine 63:3, pages 39-51.
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Guancong Liu, Xia Xiao, Hang Song & Takamaro Kikkawa. (2021) Precise detection of early breast tumor using a novel EEMD-based feature extraction approach by UWB microwave. Medical & Biological Engineering & Computing 59:3, pages 721-731.
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Luca Urbinati, Marco Ricci, Giovanna Turvani, Jorge A. Tobon Vasquez, Francesca Vipiana & Mario R. Casu. (2020) A Machine-Learning Based Microwave Sensing Approach to Food Contaminant Detection. A Machine-Learning Based Microwave Sensing Approach to Food Contaminant Detection.
V. Vijayasarveswari, A. M. Andrew, M. Jusoh, T. Sabapathy, R. A. A. Raof, M. N. M. Yasin, R. B. Ahmad, S. Khatun & H. A. Rahim. (2020) Multi-stage feature selection (MSFS) algorithm for UWB-based early breast cancer size prediction. PLOS ONE 15:8, pages e0229367.
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Maged Aldhaeebi, Saeed Bamatraf, Omar Ramahi & Saeed A. Binajjaj. (2019) Breast Tumor Diagnosis using Machine Learning with Microwave Probes. Breast Tumor Diagnosis using Machine Learning with Microwave Probes.
Bárbara Oliveira, Daniela Godinho, Martin O’Halloran, Martin Glavin, Edward Jones & Raquel Conceição. (2018) Diagnosing Breast Cancer with Microwave Technology: remaining challenges and potential solutions with machine learning. Diagnostics 8:2, pages 36.
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Yunpeng Li, Emily Porter, Adam Santorelli, Milica Popović & Mark Coates. (2017) Microwave breast cancer detection via cost-sensitive ensemble classifiers: Phantom and patient investigation. Biomedical Signal Processing and Control 31, pages 366-376.
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Hadi Bahramiabarghouei, Emily Porter, Adam Santorelli, Benoit Gosselin, Milica Popovic & Leslie A. Rusch. (2015) Flexible 16 Antenna Array for Microwave Breast Cancer Detection. IEEE Transactions on Biomedical Engineering 62:10, pages 2516-2525.
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Hao Nan, Benyamin Allahgholizadeh Haghi & Amin Arbabian. (2015) Interferogram-based breast tumor classification using microwave-induced thermoacoustic imaging. Interferogram-based breast tumor classification using microwave-induced thermoacoustic imaging.
Abdulbaset Ali, Bing Hu & Omar Ramahi. (2015) Intelligent Detection of Cracks in Metallic Surfaces Using a Waveguide Sensor Loaded with Metamaterial Elements. Sensors 15:5, pages 11402-11416.
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Yasaman Ettefagh & Hamid Sheikhzadeh. (2015) A template matching-based ultra wideband breast cancer detection method. A template matching-based ultra wideband breast cancer detection method.
Adam Santorelli, Emily Porter, Evgeny Kirshin, Yi Jun Liu & Milica Popovic. (2014) INVESTIGATION OF CLASSIFIERS FOR TUMOR DETECTION WITH AN EXPERIMENTAL TIME-DOMAIN BREAST SCREENING SYSTEM. Progress In Electromagnetics Research 144, pages 45-57.
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Yanfeng Li, Xijing Jing, Hao Lv & Jianqi Wang. (2012) ANALYSIS OF CHARACTERISTICS OF TWO CLOSE STATIONARY HUMAN TARGETS DETECTED BY IMPULSE RADIO UWB RADAR. Progress In Electromagnetics Research 126, pages 429-447.
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