Articles with "homological approach" as a keyword



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A homological approach to a mathematical definition of pulmonary fibrosis and emphysema on computed tomography.

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Published in 2021 at "Journal of applied physiology"

DOI: 10.1152/japplphysiol.00150.2021

Abstract: Three-dimensional imaging is essential to evaluate local abnormalities and understand structure-function relationships in an organ. However, quantifiable and interpretable methods to localize abnormalities remain unestablished. Visual assessments are prone to bias, machine learning methods depend… read more here.

Keywords: computed tomography; fibrosis; homological approach; fibrosis emphysema ... See more keywords