Machine Learning in Falls Prediction; A cognition-based predictor of falls for the acute neurological in-patient population.
Bilal A. MateenMatthias BussasCatherine DooganDenise WallerAlessia SaverinoFranz J. KirályE. Diane PlayfordPublished in: CoRR (2016)
Keyphrases
- machine learning
- prediction accuracy
- artificial intelligence
- medical data
- decision trees
- data mining
- text mining
- neural network
- pattern recognition
- feature selection
- natural language processing
- patient data
- learning algorithm
- learning systems
- machine learning methods
- prediction model
- intensive care
- prediction algorithm
- cognitive model
- explanation based learning
- prediction scheme
- clinical data
- prediction error
- machine learning algorithms
- information extraction
- support vector machine
- active learning
- computer science