Detection of COVID-19 findings by the local interpretable model-agnostic explanations method of types-based activations extracted from CNNs.
Mesut TogaçarNedim MuzogluBurhan ErgenBekir Siddik Binboga YarmanAhmet Mesrur HalefogluPublished in: Biomed. Signal Process. Control. (2022)
Keyphrases
- probabilistic model
- statistical model
- mathematical model
- sensitivity analysis
- prior knowledge
- cost function
- objective function
- detection method
- prediction model
- modeling method
- detection algorithm
- similarity measure
- evaluation method
- markov model
- input data
- reconstruction method
- significant improvement
- evaluation model
- regression analysis
- hybrid model
- high order
- bp neural network
- neural network
- linear regression
- study proposes
- characteristic features
- statistical methods
- test data
- classification method
- tree structure
- energy function
- clustering method
- em algorithm
- pairwise
- optimization method
- closed form
- kalman filter
- network model
- monte carlo simulation
- edge detection
- dynamic programming