Explainable Machine Learning for ICU Readmission Prediction.
Alex G. C. de SáDaniel GouldAnna FedyukovaMitchell NicholasLucy DockrellCalvin FletcherDavid PilcherDaniel CapurroDavid B. AscherKhaled El-KhawasDouglas E. V. PiresPublished in: CoRR (2023)
Keyphrases
- machine learning
- prediction accuracy
- prediction model
- pattern recognition
- recursive neural networks
- learning systems
- machine learning algorithms
- data mining
- feature selection
- data analysis
- clinical data
- information extraction
- machine learning methods
- natural language processing
- text mining
- learning algorithm
- artificial intelligence
- reinforcement learning
- prediction error
- information retrieval
- inductive logic programming
- model selection
- knowledge discovery
- active learning
- semi supervised learning
- information systems
- knowledge acquisition
- text classification
- supervised learning
- learning tasks
- support vector machine
- artificial neural networks
- computational biology
- machine learning approaches
- prediction algorithm
- protein secondary structure prediction
- decision trees