Article
Multi-scale analysis of imaging features and its use in the study of COPD exacerbation susceptible phenotypes.
Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention - 1 Jan 2014
Bragman Felix J S, McClelland Jamie R, Modat Marc, Ourselint Sébastien, Hurst John R, Hawkes David J
Abstract excerpt
We propose a novel framework for exploring patterns of respiratory pathophysiology from paired breath-hold CT scans. This is designed to enable analysis of large datasets with the view of determining relationships between functional measures, disease state and the likelihood of disease progression. The framework is based on the local distribution of image features at various anatomical scales. Principal Component...
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