| Literature DB >> 34316019 |
M A McAteer1, J P B O'Connor2,3, D M Koh3, H Y Leung4, S J Doran3, M Jauregui-Osoro5, N Muirhead6, C Brew-Graves6, E R Plummer7, E Sala8, T Ng9,10, E O Aboagye5, G S Higgins11, S Punwani6.
Abstract
The National Cancer Imaging Translational Accelerator (NCITA) is creating a UK national coordinated infrastructure for accelerated translation of imaging biomarkers for clinical use. Through the development of standardised protocols, data integration tools and ongoing training programmes, NCITA provides a unique scalable infrastructure for imaging biomarker qualification using multicentre clinical studies.Entities:
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Year: 2021 PMID: 34316019 PMCID: PMC8313668 DOI: 10.1038/s41416-021-01497-5
Source DB: PubMed Journal: Br J Cancer ISSN: 0007-0920 Impact factor: 7.640
Fig. 1High-level schematic overview of the NCITA Image Repository Unit.
Clinical study data from both DICOM and non-DICOM modalities are curated securely, enabling users to perform both automated data quality assurance (thus improving data harmonisation) and bespoke analysis using containerised workflows, including novel AI tools. Processing outputs will be stored back in the repository with complete provenance. Cohort-building tools, which may use natural language processing or content-based image retrieval, together with enhanced visualisation, will allow clinicians and scientists to participate in virtual tumour boards, to enable collaborative knowledge sharing and communication for improving clinical interpretation of complex imaging biomarker readouts.