Preserving Patient Privacy while Training a Predictive Model of In-hospital Mortality.
Pulkit SharmaFarah E. ShamoutDavid A. CliftonPublished in: CoRR (2019)
Keyphrases
- predictive model
- intensive care
- intensive care unit
- patient outcomes
- historical data
- medical data
- prediction model
- decision trees
- health care
- patient records
- electronic health records
- supervised learning
- emergency department
- artificial neural networks
- patient data
- medical records
- vital signs
- prognostic models
- neural network
- acute myocardial infarction
- operating room
- medical practice
- blood pressure
- clinical data
- training set
- clinical practice
- patient care
- test set
- data mining models
- hospital information systems
- intraoperative
- classification models
- nearest neighbor
- semi supervised
- fuzzy logic
- patient groups
- clustering algorithm
- genetic algorithm