Instantaneous brain stroke classification and localization from real scattering data

MICROWAVE AND OPTICAL TECHNOLOGY LETTERS(2019)

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摘要
This work presents a 2-step Learning-by-Examples approach for the real-time classification of hemorrhagic/ischemic brain strokes and their successive localization from microwave scattering data collected around the human head. An experimental assessment against laboratory-controlled data is performed to assess the potentialities of the proposed approach towards a reliable monitoring and instantaneous diagnosis clinic protocol.
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关键词
brain stroke microwave imaging,experimental data,inverse scattering,learning-by-examples (LBE),support vector machine (SVM)
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