Browsing NIHR Advanced Imaging by Author "Page, C"
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Automated quality control in image segmentation: application to the UK Biobank cardiovascular magnetic resonance imaging study
PETERSEN, SE; Robinson, R; Valindria, V; Bai, W; Oktay, O; Kainz, B; Suzuki, H; Sanghvi, M; Aung, N; Paiva, J (BioMed Central, 2019-03-14)Background: The trend towards large-scale studies including population imaging poses new challenges in terms of quality control (QC). This is a particular issue when automatic processing tools such as image segmentation methods ... -
Real-Time Prediction of Segmentation Quality
Robinson, R; Oktay, O; Bai, W; Valindria, VV; Sanghvi, MM; Aung, N; Paiva, JM; Zemrak, F; Fung, K; Lukaschuk, E (2018-01-01)© 2018, Springer Nature Switzerland AG. Recent advances in deep learning based image segmentation methods have enabled real-time performance with human-level accuracy. However, occasionally even the best method fails due ...