Establishment and validation of a predictive model of preeclampsia based on transcriptional signatures of 43 genes in decidua basalis and peripheral blood.
Hongya ZhangXuexiang LiTianying ZhangQianhui ZhouCong ZhangPublished in: BMC Bioinform. (2022)
Keyphrases
- predictive model
- microarray data
- regulatory networks
- gene regulation
- gene expression
- biological processes
- historical data
- gene regulatory networks
- gene expression data
- microarray
- cell cycle
- prediction model
- systems biology
- saccharomyces cerevisiae
- cellular processes
- neural network
- artificial neural networks
- binding sites
- genetic networks
- high throughput
- decision trees
- experimental conditions
- data sets
- biological data
- classification rules
- biological systems
- transcriptional regulatory
- gene networks
- classification models
- cis regulatory
- databases
- reverse engineering
- pairwise
- feature selection
- probabilistic model
- high dimensional