Novel Subtypes of Pulmonary Emphysema Based on Spatially-Informed Lung Texture Learning: The Multi-Ethnic Study of Atherosclerosis (MESA) COPD Study

Yang, J., Angelini, E. D., Balte, P. P., Hoffman, E. A., Austin, J. H. M., Smith, B. M., Barr, R. G., & Laine, A. F. (2021). Novel Subtypes of Pulmonary Emphysema Based on Spatially-Informed Lung Texture Learning: The Multi-Ethnic Study of Atherosclerosis (MESA) COPD Study. IEEE Transactions on Medical Imaging, 40(12), 3652–3662. https://doi.org/10.1109/tmi.2021.3094660
Authors:
Jie Yang
Elsa D. Angelini
Pallavi P. Balte
Eric A. Hoffman
John H. M. Austin
Benjamin M. Smith
R. Graham Barr
Andrew F. Laine
Affiliated Authors:
Jie Yang
Elsa D. Angelini
Pallavi P. Balte
John H. M. Austin
Benjamin M. Smith
R. Graham Barr
Andrew F. Laine
Columbia Affiliation:
Author Keywords:
lung
three-dimensional displays
computed tomography
indexes
shape
biomedical imaging
training
lung ct
emphysema
unsupervised learning
spatial mapping
lung texture
elink
Publication Type:
Article
Unique ID:
10.1109/TMI.2021.3094660
PMID:
34224349
DOI:
10.1109/TMI.2021.3094660
Journal:
IEEE Transactions on Medical Imaging
Publication Date:
Data Source:
Scopus
Source Link:
View Scopus Record
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