Discovering network phenotype between genetic risk factors and disease status via diagnosis-aligned multi-modality regression method in Alzheimer's disease.
Meiling WangXiaoke HaoJiashuang HuangWei ShaoDaoqiang ZhangPublished in: Bioinform. (2019)
Keyphrases
- cardiovascular disease
- risk factors
- multi modality
- regression method
- medical practitioners
- genome wide association studies
- medical diagnosis
- multi modal
- medical images
- patient groups
- risk assessment
- computer networks
- information theoretic
- risk management
- network traffic
- statistical methods
- linear regression
- single nucleotide polymorphisms
- regression model
- mutual information
- similarity measure
- statistical analysis