Enhancing Model Generalization of Cervical Fluid-Based Cell Detection through Causal Feature Extraction: A Novel Method.
Qiao PanBin YangDehua ChenMei WangPublished in: ACML (2023)
Keyphrases
- mathematical model
- preprocessing
- statistical model
- cost function
- theoretical analysis
- evaluation method
- objective function
- probabilistic model
- optimization method
- support vector machine svm
- high order
- feature extraction
- prior knowledge
- input data
- linear model
- energy function
- bayesian framework
- sensitivity analysis
- similarity measure
- prediction model
- reconstruction method
- pairwise
- classification method
- linear regression
- pattern classification
- autoregressive
- prior information
- modeling method
- feature selection
- segmentation method
- detection method
- clustering method
- em algorithm
- neural network
- test data
- classification algorithm
- probability density function
- gaussian distribution
- parameter estimation
- image classification
- dimensionality reduction
- fluid dynamics