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.
Instantaneous brain stroke classification and localization from real scattering data / Salucci, Marco; Gelmini, Angelo; Vrba, Jan; Merunka, Ilja; Oliveri, Giacomo; Rocca, Paolo. - In: MICROWAVE AND OPTICAL TECHNOLOGY LETTERS. - ISSN 0895-2477. - STAMPA. - 61:3(2019), pp. 805-808. [10.1002/mop.31639]
Instantaneous brain stroke classification and localization from real scattering data
Salucci, Marco;Gelmini, Angelo;Oliveri, Giacomo;Rocca, Paolo
2019-01-01
Abstract
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.| File | Dimensione | Formato | |
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