XGBoost-Based Feature Learning Method for Mining COVID-19 Novel Diagnostic Markers
COVID-19 신규 진단 마커 마이닝을 위한 XGBoost 기반 기능 학습 방법
Article
[키워드] analyzed
biological function
Biological functions
China
Classifier
coronavirus
coronavirus disease
Coronavirus pneumonia
COVID-19
database
demonstrated
diagnostic
Diagnostic biomarkers
Diagnostic markers
downloaded
effective
enrichment analyses
expression profiling
Gene Expression Omnibus
Genes
GEO
Health
identify
involved
KEGG
learning
machine learning
marker
MCC
negative patients
novel
Novel coronavirus
novel coronavirus pneumonia
outbreak
pathway
Pathways
Patient
patients
Pneumonia
positive
Principal component
principal component analysis
principal component analysis.
selected
signaling pathway
signaling pathways
Spread
SVM
throat swab
Viral
viral gene expression
viral transcription
was used
Wuhan
XGBoost
[DOI] 10.3389/fpubh.2022.926069 PMC 바로가기 [Article Type] Article
[DOI] 10.3389/fpubh.2022.926069 PMC 바로가기 [Article Type] Article