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Convolutional Neural Networks for Direct Inference of Pharmacokinetic Parameters : Application to Stroke Dynamic Contrast-Enhanced MRI

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dc.contributor.authorUlas, Cagdas
dc.contributor.authorDas, Dhritiman
dc.contributor.authorThrippleton, Michael J
dc.contributor.authorValdes Hernandez, Maria del C.
dc.contributor.authorArmitage, Paul A
dc.contributor.authorMakin, Stephen D
dc.contributor.authorWardlaw, Joanna M
dc.contributor.authorMenze, Bjoern H
dc.contributor.institutionUniversity of Aberdeen.Other Applied Health Sciencesen
dc.date.accessioned2019-09-05T12:40:06Z
dc.date.available2019-09-05T12:40:06Z
dc.date.issued2019-01-08
dc.descriptionUlas, Cagdas Das, Dhritiman Thrippleton, Michael J Valdes Hernandez, Maria Del C Armitage, Paul A Makin, Stephen D Wardlaw, Joanna M Menze, Bjoern H eng Switzerland Front Neurol. 2019 Jan 8;9:1147. doi: 10.3389/fneur.2018.01147. eCollection 2018.en
dc.description.statusPeer revieweden
dc.format.extent3837501
dc.identifier147313158
dc.identifierfcc7b1bd-d1f4-4553-814b-636abb1b4641
dc.identifier30671015
dc.identifier85065397393
dc.identifier000455136600001
dc.identifier.citationUlas, C, Das, D, Thrippleton, M J, Valdes Hernandez, M D C, Armitage, P A, Makin, S D, Wardlaw, J M & Menze, B H 2019, 'Convolutional Neural Networks for Direct Inference of Pharmacokinetic Parameters : Application to Stroke Dynamic Contrast-Enhanced MRI', Frontiers in Neurology, vol. 9, 1147. https://doi.org/10.3389/fneur.2018.01147en
dc.identifier.doi10.3389/fneur.2018.01147
dc.identifier.issn1664-2295
dc.identifier.otherRIS: urn:E4A800EBF833C192FD9FED40C4E1FFEC
dc.identifier.otherRIS: 52980
dc.identifier.otherPubMedCentral: PMC6331464
dc.identifier.otherMendeley: b2d28a64-9523-3974-a73a-eb38241f6262
dc.identifier.otherORCID: /0000-0001-8701-9043/work/76976267
dc.identifier.urihttp://hdl.handle.net/2164/12854
dc.identifier.urlhttp://www.scopus.com/inward/record.url?scp=85065397393&partnerID=8YFLogxKen
dc.identifier.urlhttp://www.mendeley.com/research/parameters-application-stroke-dynamic-contrastenhanced-mrien
dc.identifier.urlhttps://www.ncbi.nlm.nih.gov/pubmed/30671015en
dc.identifier.vol9en
dc.language.isoeng
dc.relation.ispartofFrontiers in Neurologyen
dc.subjectcontrast agent concentration convolutional neural networks dynamic contrast enhanced MRI ischaemic stroke loss function pharmacokinetic parameter inference tracer kinetic modelingen
dc.subjectLoss functionen
dc.subjectDynamic contrast enhanced MRIen
dc.subjectTracer kinetic modelingen
dc.subjectPharmacokinetic parameter inferenceen
dc.subjectConvolutional neural networksen
dc.subjectContrast agent concentrationen
dc.subjectIschaemic strokeen
dc.subjectSMALL VESSEL DISEASEen
dc.subjectdynamic contrast enhanced MRIen
dc.subjectcontrast agent concentrationen
dc.subjectloss functionen
dc.subjectischaemic strokeen
dc.subjectpharmacokinetic parameter inferenceen
dc.subjectMODELSen
dc.subjectTRACERen
dc.subjectconvolutional neural networksen
dc.subjectBLOODen
dc.subjecttracer kinetic modelingen
dc.subjectR Medicineen
dc.subjectClinical Neurologyen
dc.subjectNeurologyen
dc.subject.lccRen
dc.titleConvolutional Neural Networks for Direct Inference of Pharmacokinetic Parameters : Application to Stroke Dynamic Contrast-Enhanced MRIen
dc.typeJournal articleen

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