Machine Learning Characterization of COPD Subtypes

Chest9.60
Volume: 157, Issue: 5, Pages: 1147 - 1157
Published: May 1, 2020
Abstract
COPD is a heterogeneous syndrome. Many COPD subtypes have been proposed, but there is not yet consensus on how many COPD subtypes there are and how they should be defined. The COPD Genetic Epidemiology Study (COPDGene), which has generated 10-year longitudinal chest imaging, spirometry, and molecular data, is a rich resource for relating COPD phenotypes to underlying genetic and molecular mechanisms. In this article, we place COPDGene clustering...
Paper Details
Title
Machine Learning Characterization of COPD Subtypes
Published Date
May 1, 2020
Journal
Volume
157
Issue
5
Pages
1147 - 1157
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