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dc.contributor.authordeSouza, NM
dc.contributor.authorWinfield, JM
dc.contributor.authorWaterton, JC
dc.contributor.authorWeller, A
dc.contributor.authorPapoutsaki, M-V
dc.contributor.authorDoran, SJ
dc.contributor.authorCollins, DJ
dc.contributor.authorFournier, L
dc.contributor.authorSullivan, D
dc.contributor.authorChenevert, T
dc.contributor.authorJackson, A
dc.contributor.authorBoss, M
dc.contributor.authorTrattnig, S
dc.contributor.authorLiu, Y
dc.date.accessioned2017-11-20T11:27:14Z
dc.date.issued2018-03-01
dc.identifier.citationEuropean radiology, 2018, 28 (3), pp. 1118 - 1131
dc.identifier.issn0938-7994
dc.identifier.urihttps://repository.icr.ac.uk/handle/internal/911
dc.identifier.eissn1432-1084
dc.identifier.doi10.1007/s00330-017-4972-z
dc.description.abstractUNLABELLED: For body imaging, diffusion-weighted MRI may be used for tumour detection, staging, prognostic information, assessing response and follow-up. Disease detection and staging involve qualitative, subjective assessment of images, whereas for prognosis, progression or response, quantitative evaluation of the apparent diffusion coefficient (ADC) is required. Validation and qualification of ADC in multicentre trials involves examination of i) technical performance to determine biomarker bias and reproducibility and ii) biological performance to interrogate a specific aspect of biology or to forecast outcome. Unfortunately, the variety of acquisition and analysis methodologies employed at different centres make ADC values non-comparable between them. This invalidates implementation in multicentre trials and limits utility of ADC as a biomarker. This article reviews the factors contributing to ADC variability in terms of data acquisition and analysis. Hardware and software considerations are discussed when implementing standardised protocols across multi-vendor platforms together with methods for quality assurance and quality control. Processes of data collection, archiving, curation, analysis, central reading and handling incidental findings are considered in the conduct of multicentre trials. Data protection and good clinical practice are essential prerequisites. Developing international consensus of procedures is critical to successful validation if ADC is to become a useful biomarker in oncology. KEY POINTS: • Standardised acquisition/analysis allows quantification of imaging biomarkers in multicentre trials. • Establishing "precision" of the measurement in the multicentre context is essential. • A repository with traceable data of known provenance promotes further research.
dc.formatPrint-Electronic
dc.format.extent1118 - 1131
dc.languageeng
dc.language.isoeng
dc.publisherSPRINGER
dc.rights.urihttps://creativecommons.org/licenses/by/4.0
dc.subjectHumans
dc.subjectNeoplasms
dc.subjectDisease Progression
dc.subjectDiffusion Magnetic Resonance Imaging
dc.subjectPrognosis
dc.subjectProspective Studies
dc.subjectReproducibility of Results
dc.subjectSoftware
dc.subjectQuality Assurance, Health Care
dc.subjectMulticenter Studies as Topic
dc.subjectHealthy Volunteers
dc.titleImplementing diffusion-weighted MRI for body imaging in prospective multicentre trials: current considerations and future perspectives.
dc.typeJournal Article
dcterms.dateAccepted2017-06-28
rioxxterms.versionofrecord10.1007/s00330-017-4972-z
rioxxterms.licenseref.urihttps://creativecommons.org/licenses/by/4.0
rioxxterms.licenseref.startdate2018-03
rioxxterms.typeJournal Article/Review
dc.relation.isPartOfEuropean radiology
pubs.issue3
pubs.notesNo embargo
pubs.organisational-group/ICR
pubs.organisational-group/ICR/Primary Group
pubs.organisational-group/ICR/Primary Group/ICR Divisions
pubs.organisational-group/ICR/Primary Group/ICR Divisions/Radiotherapy and Imaging
pubs.organisational-group/ICR/Primary Group/ICR Divisions/Radiotherapy and Imaging/Magnetic Resonance
pubs.organisational-group/ICR/Primary Group/Royal Marsden Clinical Units
pubs.organisational-group/ICR
pubs.organisational-group/ICR/Primary Group
pubs.organisational-group/ICR/Primary Group/ICR Divisions
pubs.organisational-group/ICR/Primary Group/ICR Divisions/Radiotherapy and Imaging
pubs.organisational-group/ICR/Primary Group/ICR Divisions/Radiotherapy and Imaging/Magnetic Resonance
pubs.organisational-group/ICR/Primary Group/Royal Marsden Clinical Units
pubs.publication-statusPublished
pubs.volume28
pubs.embargo.termsNo embargo
icr.researchteamMagnetic Resonance
dc.contributor.icrauthordeSouza, Nandita
dc.contributor.icrauthorDoran, Simon
dc.contributor.icrauthorCollins, David


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