A New Approach to Drug Repurposing with Two-Stage Prediction, Machine Learning, and Unsupervised Clustering of Gene Expression
2 단계 예측, 기계 학습 및 유전자 발현의 감독되지 않은 클러스터링으로 약물 용도에 대한 새로운 접근 방식
Article
[키워드] Acetate
affected
alvocidib
analyzed
approach
approximation
big data
bioinformatics
BMS-387032
candidate
Candidates
characteristic
clinical trial
clinical trials
Cluster
Clusters
Compound
conditions
Consistency
Control
COVID-19 pandemic
Critical
dermatomyositis
develop
dimension
disease
Diseases
drug
Drug development
Drug discovery
Drug efficacy
Drug repurposing
drug research and OMICS
effective
enrichment
enrichment analysis
examined
expected
expression pattern
expression patterns
followed by
for inclusion
function
functions
Gene Expression
gene set enrichment analysis
Health
human diseases
identify
Inclusion
Inclusion body
inclusion body myositis
Infectious disease
Infectious diseases
Innovation
Intervention
machine learning
Machine learning.
Manifold
mitoxantrone
myositis
New
offer
pathway
phorbol
phorbol-12-myristate-13-acetate
polymyositis
prediction
premise
Probability
projection
repurposing
Research
reversed
Reversibility
targets
Uniform
variety
vorinostat
[DOI] 10.1089/omi.2022.0026 PMC 바로가기 [Article Type] Article
[DOI] 10.1089/omi.2022.0026 PMC 바로가기 [Article Type] Article