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Classification applied to brain haemorrhage detection: Initial phantom studies using electrical impedance measurements

dc.contributor.authorMcDermott, Barry
dc.contributor.authorO'Halloran, Martin
dc.contributor.authorSantorelli, Adam
dc.contributor.authorMcGinley, Brian
dc.contributor.authorPorter, Emily
dc.contributor.editorBoyle, Alistair
dc.contributor.editorPolydorides, Nick
dc.contributor.editorJia, Jiabin
dc.date.accessioned2018-08-20T13:12:04Z
dc.date.available2018-08-20T13:12:04Z
dc.date.issued2018-06-11
dc.identifier.citationMcDermott, Barry, O'Halloran, Martin, Santorelli, Adam, McGinley, Brian, & Porter, Emily. (2018). Classification applied to brain haemorrhage detection: Initial phantom studies using electrical impedance measurements. Paper presented at the 19th International Conference on Biomedical Applications of Electrical Impedance Tomography, Edinburgh, Scotland, 11-13 June.en_IE
dc.identifier.urihttp://hdl.handle.net/10379/7553
dc.description.abstractMachine learning and classification algorithms are applied to data collected from an EIT system. The system is used with an anatomically accurate head phantom setup in a variety of situations modelling normal and haemorrhagic brain. This initial study demonstrates the promise of classification, but also indicates challenges.en_IE
dc.description.sponsorshipThe research leading to these results has received funding from the European Research Council under the European Union’s Horizon 2020 Programme/ ERC Grant Agreement BioElecPro n.637780, and from the Hardiman Research Scholarship, NUIG.en_IE
dc.formatapplication/pdfen_IE
dc.language.isoenen_IE
dc.publisherEIT2018en_IE
dc.relation.ispartof19th International Conference on Biomedical Applications of Electrical Impedance Tomographyen
dc.rightsAttribution-NonCommercial-NoDerivs 3.0 Ireland
dc.rights.urihttps://creativecommons.org/licenses/by-nc-nd/3.0/ie/
dc.subjectBiomedical applicationsen_IE
dc.subjectElectrical Impedance Tomographyen_IE
dc.titleClassification applied to brain haemorrhage detection: Initial phantom studies using electrical impedance measurementsen_IE
dc.typeConference Paperen_IE
dc.date.updated2018-08-15T17:47:21Z
dc.identifier.doi10.5281/zenodo.1210247
dc.local.publishedsourcehttps://zenodo.org/record/1210247#.W3Rmf5NKigAen_IE
dc.description.peer-reviewednon-peer-reviewed
dc.contributor.funderEuropean Research Councilen_IE
dc.contributor.funderHorizon 2020en_IE
dc.contributor.funderHardiman Research Scholarship, NUI Galwayen_IE
dc.internal.rssid14792741
dc.local.contactBarry Mc Dermott, Translational Medical Device Lab, , 2nd Floor Lambe Translational Research Facility,, University College Hospital, , Galway. - Email: b.mcdermott3@nuigalway.ie
dc.local.copyrightcheckedYes
dc.local.versionPUBLISHED
dcterms.projectinfo:eu-repo/grantAgreement/EC/H2020::ERC::ERC-STG/637780/EU/Frontier Research on the Dielectric Properties of Biological Tissue/BIOELECPROen_IE
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Except where otherwise noted, this item's license is described as Attribution-NonCommercial-NoDerivs 3.0 Ireland