Development of the International Classification of Diseases Ontology (ICDO) and its application for COVID-19 diagnostic data analysis.

Ling WanJustin SongVirginia HeJennifer RomanGrace WhahSuyuan PengLuxia ZhangYongqun Oliver He

Published in: BMC bioinformatics (2021)

ICDO was developed to ontologize ICD10/10 codes and applied to study COVID-19 patient diagnosis data. Our findings showed that ICDO provides a semantic platform for more accurate detection of disease profiles.

Keyphrases

data analysis
coronavirus disease
sars cov
machine learning
deep learning
case report
high throughput
respiratory syndrome coronavirus
big data
loop mediated isothermal amplification
label free
real time pcr
artificial intelligence
quantum dots