Development of prediction models for one-year brain tumour survival using machine learning: a comparison of accuracy and interpretability.
Colleen E. CharltonMichael Tin Chung PoonPaul M. BrennanJacques D. FleuriotPublished in: Comput. Methods Programs Biomed. (2023)
Keyphrases
- prediction accuracy
- machine learning
- models built
- statistical models
- model selection
- high accuracy
- high prediction accuracy
- predictive modeling
- data mining
- machine learning methods
- machine learning approaches
- prediction model
- software engineering
- medical images
- survival analysis
- predictive model
- data analysis
- development process
- computer vision
- autoregressive
- knowledge engineering
- classification models
- learning tasks
- feature selection
- machine learning algorithms
- decision trees
- case study
- active learning