Deep Learning Enables Automatic Classification of Emphysema Pattern at CT-Reference-Cited by-同舟云学术

Deep Learning Enables Automatic Classification of Emphysema Pattern at CT

Published:2020-02 Issue:2 Volume:294 Page:434-444
ISSN:0033-8419
Container-title:Radiology
language:en
Short-container-title:Radiology

Author:

Humphries Stephen M.¹^ORCID,Notary Aleena M.¹,Centeno Juan Pablo¹,Strand Matthew J.¹,Crapo James D.¹^ORCID,Silverman Edwin K.¹,Lynch David A.¹^ORCID,

Affiliation:

1. From the Department of Radiology (S.M.H., A.M.N., J.P.C., D.A.L.), Division of Biostatistics and Bioinformatics (M.J.S.), and Department of Medicine (J.D.C.), National Jewish Health, 1400 Jackson St, Denver, CO 80206-2761; and Channing Division of Network Medicine, Brigham and Women’s Hospital, Boston, Mass (E.K.S.).

Funder

National Heart, Lung, and Blood Institute

Publisher

Radiological Society of North America (RSNA)

Subject

Radiology Nuclear Medicine and imaging

Link

http://pubs.rsna.org/doi/pdf/10.1148/radiol.2019191022

Reference32 articles.

1. Chronic Obstructive Pulmonary Disease (COPD). National Institutes of Health. https://report.nih.gov/nihfactsheets/ViewFactSheet.aspx?csid = 77. Published 2010. Accessed July 20, 2018.

2. Improving Detection of Early Chronic Obstructive Pulmonary Disease

3. CT-Definable Subtypes of Chronic Obstructive Pulmonary Disease: A Statement of the Fleischner Society

4. Quantifying the Extent of Emphysema:

5. CT-based Visual Classification of Emphysema: Association with Mortality in the COPDGene Study

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