Instantaneous brain stroke classification and localization from real scattering data. Issue 3 (28th November 2018)

• Record Type: Journal Article
• Authors: Salucci, Marco; Gelmini, Angelo; Vrba, Jan; Merunka, Ilja; Oliveri, Giacomo; Rocca, Paolo
• Is Part Of: Microwave and optical technology letters. Volume 61:Issue 3(2019:Mar.)
• Page Start: 805
• Page End: 808
• Publication Date: 2018-11-28
• Subjects: brain stroke microwave imaging -- experimental data -- inverse scattering -- learning‐by‐examples (LBE) -- support vector machine (SVM); Microwaves -- Periodicals; Optics -- Periodicals; 621
• DOI: 10.1002/mop.31639
• Languages: English
• ISSNs: 0895-2477

Abstract

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.