Association analysis of SNPs with CT image-based phenotype of emphysema progression in heavy smokers.
Hidenobu SuzukiMikio MatsuhiroYoshiki KawataNoboru NikiIssei ImotoYasutaka NakanoMasahiko KusumotoMasahiro KanekoPublished in: Medical Imaging: Computer-Aided Diagnosis (2020)
Keyphrases
- association analysis
- ct scans
- genome wide
- single nucleotide polymorphisms
- computed tomography
- ct images
- genotype phenotype
- ground glass opacity
- high throughput
- x ray
- human genome
- lung disease
- medical images
- association rule mining
- genome wide association studies
- text mining
- cluster analysis
- medical imaging
- retrieval strategies
- computational approaches
- biological systems
- microarray
- protein interaction networks
- machine learning
- normal tissue
- data mining
- information retrieval
- data structure
- data warehouse
- highly correlated
- dna sequences
- gene expression