An Expectation Maximization Based Adaptive Group Testing Method for Improving Efficiency and Sensitivity of Large-Scale Screening of COVID-19.
Xiaofang XiaYang LiuBo YangYingfan LiuJiangtao CuiYinlong ZhangPublished in: IEEE J. Biomed. Health Informatics (2022)
Keyphrases
- detection method
- expectation maximization
- preprocessing
- high accuracy
- em algorithm
- objective function
- significant improvement
- cost function
- dynamic programming
- experimental evaluation
- computational cost
- classification method
- sensitivity analysis
- maximum likelihood estimation
- high order
- group testing
- highly efficient
- high efficiency
- real world
- computational efficiency
- image reconstruction
- detection algorithm
- parameter estimation
- probabilistic model
- similarity measure