Clinical Performance Evaluation of a Machine Learning System for Predicting Hospital-Acquired Clostridium Difficile Infection.
Erin TeepleThomas HartvigsenCansu SenKajal T. ClaypoolElke A. RundensteinerPublished in: HEALTHINF (2020)
Keyphrases
- machine learning
- diagnostic imaging
- patient records
- patient care
- clinical information
- computer vision
- clinical decision support systems
- health care
- intensive care unit
- machine learning methods
- data mining
- information systems
- decision trees
- medical doctors
- hospital information systems
- clinical practice
- clinical data
- pattern recognition
- data analysis
- learning algorithm
- machine learning algorithms
- text classification
- text mining
- intensive care
- natural language processing
- artificial intelligence
- medical practice
- propagation model
- clinical decision support
- operating room
- medical domain
- medical data
- inductive logic programming
- statistical methods
- information extraction
- explanation based learning
- computer science
- immune response
- intensive care units
- monitoring system