Unsupervised Machine Learning Identifies Quantitative Air Trapping, Emphysema and Vital Capacity on CT as Primary Drivers of Progression, Exacerbation, and Mortality in COPD

Authors :: Kyle Hasenstab
Tara Retson
N. Yuan
David A. Lynch
Douglas Conrad
Albert Hsiao
Source :: C5. C005 DIAGNOSIS AND PROGNOSIS IN COPD.
Publication Year :: 2021
Publisher :: American Thoracic Society, 2021.

Subjects :: medicine.medical_specialty
COPD
Exacerbation
business.industry
Medicine
Unsupervised learning
medicine.symptom
business
Intensive care medicine
Air trapping
medicine.disease

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