Word Embedding Reveals Cyfra 21-1 as a Biomarker for Chronic Obstructive Pulmonary Disease.

Jeongwon Heo Da Hye Moon Yoonki Hong So Hyeon Bak Jeeyoung Kim Joo Hyun Park Byoung-Doo Oh Yu-Seop Kim Woo Jin Kim

Published in: Journal of Korean medical science (2021)

Word embedding may be used for the discovery of biomarkers for COPD and Cyfra 21-1 may be used as a biomarker for emphysema. Additional studies are needed to validate Cyfra 21-1 as a biomarker for COPD.

Keyphrases

chronic obstructive pulmonary disease
lung function
small molecule
high throughput
air pollution
single cell