Predicting prognosis in COVID-19 patients using machine learning and readily available clinical data.
Thomas W. CampbellMelissa P. WilsonHeinrich RoderSamantha MaWhinneyRobert W. Georgantas IIILaura K. MaguireJoanna RoderKristine M. ErlandsonPublished in: Int. J. Medical Informatics (2021)
Keyphrases
- clinical data
- machine learning
- cancer patients
- knowledge discovery
- medical data
- patient data
- clinical information
- raw data
- statistical analysis
- medical knowledge
- electronic health records
- data mining
- breast cancer
- domain experts
- patient outcomes
- survival analysis
- patient records
- mr images
- clinical databases
- clinical decision making
- knowledge acquisition
- learning algorithm
- emergency department
- medical images
- knowledge representation
- clinical data sets
- artificial intelligence
- intensive care unit
- data sources
- database
- computer aided
- acute myocardial infarction