Developing Artefact Removal Algorithms to Process Data from a Microwave Imaging Device for Haemorrhagic Stroke Detection.

Huygens principle UWB imaging artefact removal methods brain stroke detection microwave imaging portable medical devices

Journal

Sensors (Basel, Switzerland)
ISSN: 1424-8220
Titre abrégé: Sensors (Basel)
Pays: Switzerland
ID NLM: 101204366

Informations de publication

Date de publication:
28 Sep 2020
Historique:
received: 27 08 2020
revised: 19 09 2020
accepted: 25 09 2020
entrez: 1 10 2020
pubmed: 2 10 2020
medline: 19 3 2021
Statut: epublish

Résumé

In this paper, we present an investigation of different artefact removal methods for ultra-wideband Microwave Imaging (MWI) to evaluate and quantify current methods in a real environment through measurements using an MWI device. The MWI device measures the scattered signals in a multi-bistatic fashion and employs an imaging procedure based on Huygens principle. A simple two-layered phantom mimicking human head tissue is realised, applying a cylindrically shaped inclusion to emulate brain haemorrhage. Detection has been successfully achieved using the superimposition of five transmitter triplet positions, after applying different artefact removal methods, with the inclusion positioned at 0°, 90°, 180°, and 270°. The different artifact removal methods have been proposed for comparison to improve the stroke detection process. To provide a valid comparison between these methods, image quantification metrics are presented. An "ideal/reference" image is used to compare the artefact removal methods. Moreover, the quantification of artefact removal procedures through measurements using MWI device is performed.

Identifiants

pubmed: 32998256
pii: s20195545
doi: 10.3390/s20195545
pmc: PMC7582349
pii:
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Subventions

Organisme : European Union's Horizon 2020 research and innovation programme under the Marie Sklodowska-Curie Grant Agreement
ID : 793449
Organisme : e European Union's Horizon 2020 research and innovation programme under the Marie Sklodowska-Curie grant agreement
ID : 872752

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Auteurs

Behnaz Sohani (B)

School of Engineering, London South Bank University, London SE1 0AA, UK.

James Puttock (J)

School of Engineering, London South Bank University, London SE1 0AA, UK.

Banafsheh Khalesi (B)

School of Engineering, London South Bank University, London SE1 0AA, UK.

Navid Ghavami (N)

UBT-Umbria Bioengineering Technologies, Spin off of University of Perugia, 06081 Assisi, Italy.

Mohammad Ghavami (M)

School of Engineering, London South Bank University, London SE1 0AA, UK.

Sandra Dudley (S)

School of Engineering, London South Bank University, London SE1 0AA, UK.

Gianluigi Tiberi (G)

School of Engineering, London South Bank University, London SE1 0AA, UK.

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Classifications MeSH