CoxSE: Exploring the Potential of Self-Explaining Neural Networks with Cox Proportional Hazards Model for Survival Analysis.
Abdallah AlabdallahOmar HamedMattias OhlssonThorsteinn S. RögnvaldssonSepideh PashamiPublished in: CoRR (2024)
Keyphrases
- proportional hazards model
- survival analysis
- survival data
- variable selection
- neural network
- breast cancer
- regression model
- kaplan meier
- data mining methods
- machine learning
- predictive modeling
- linear program
- survival prediction
- artificial neural networks
- evolutionary computing
- logistic regression
- prostate cancer
- data mining
- clinical data
- high dimensional
- neural network model
- dimension reduction
- data mining techniques
- risk assessment
- high dimensional data
- statistical analysis
- low dimensional
- feature selection