Prediction of drug effectiveness in rheumatoid arthritis patients based on machine learning algorithms.
Shengjia ChenNikunj GuptaWoodward B. GalbraithValay ShahJacopo CirronePublished in: CoRR (2022)
Keyphrases
- machine learning algorithms
- rheumatoid arthritis
- benchmark data sets
- machine learning
- learning algorithm
- machine learning methods
- decision trees
- predictive accuracy
- mr images
- prediction accuracy
- learning problems
- learning tasks
- standard machine learning algorithms
- machine learning systems
- drug design
- learning models
- input features
- transfer learning
- machine learning approaches
- random forests
- machine learning models
- clinical trials
- prediction model
- prior knowledge
- training data
- neural network