GENERATIVE METHOD TO DISCOVER EMPHYSEMA SUBTYPES WITH UNSUPERVISED LEARNING USING LUNG MACROSCOPIC PATTERNS (LMPS): THE MESA COPD STUDY

Song, JK; Yang, J; Smith, B; Balte, P; Hoffman, EA; Barr, RG; Laine, AF; Angelini, ED

Song, JK (reprint author), Columbia Univ, Dept Biomed Engn, New York, NY 10027 USA.

2017 IEEE 14TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI 2017), 2017; ( ): 375

Abstract

Pulmonary emphysema overlaps considerably with chronic obstructive pulmonary disease (COPD), and is traditionally subcategorized into three subtypes: ......

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