Predicting Mortality in COVID-19 Patients Using 6 Machine Learning Algorithms.
Nikolaos KourmpanisJoseph LiaskosEmmanouil ZouliasJohn MantasPublished in: ICIMTH (2023)
Keyphrases
- machine learning algorithms
- early diagnosis
- benchmark data sets
- learning algorithm
- machine learning
- intensive care
- patient outcomes
- machine learning methods
- intensive care unit
- decision trees
- predictive accuracy
- learning problems
- random forests
- traumatic brain injury
- learning tasks
- medical data
- vital signs
- input features
- early detection
- high risk
- patient data
- acute myocardial infarction
- clinical data
- prognostic models
- machine learning systems
- domain specific
- machine learning and data mining algorithms
- cardiovascular disease
- learning models
- statistical machine learning
- transfer learning
- healthy controls
- active learning
- standard machine learning algorithms