A novel method to estimate the indirect community benefit of HIV interventions using a microsimulation model of HIV disease.
Pooyan KazemianSydney CostantiniAnne M. NeilanStephen C. ReschRochelle P. WalenskyMilton C. WeinsteinKenneth A. FreedbergPublished in: J. Biomed. Informatics (2020)
Keyphrases
- cost function
- probabilistic model
- statistical model
- modeling method
- estimation algorithm
- high order
- similarity measure
- study proposes
- sensitivity analysis
- detection method
- estimation process
- evaluation method
- gaussian distribution
- test data
- classification method
- objective function
- prior knowledge
- theoretical analysis
- prediction model
- decision trees
- markov model
- hybrid method
- linear model
- monte carlo simulation
- network model
- dynamic programming
- high accuracy
- mathematical model
- prior information
- bayesian framework
- clustering method
- bp neural network
- kalman filter
- medical images
- classification algorithm
- parameter estimation
- preprocessing
- energy function
- probability distribution
- support vector machine
- tree structure
- pointwise