Disparities in Social Determinants among Performances of Mortality Prediction with Machine Learning for Sepsis Patients.
Hanyin WangYikuan LiAndrew NaidechYuan LuoPublished in: CoRR (2021)
Keyphrases
- septic shock
- machine learning
- patient data
- prognostic models
- initial stage
- intensive care
- prediction accuracy
- early diagnosis
- social networks
- machine learning algorithms
- survival analysis
- knowledge acquisition
- medical records
- active learning
- clinical data
- intensive care unit
- data mining
- predictive modeling
- decision trees
- social interaction
- machine learning methods
- social networking
- patient outcomes
- learning algorithm
- social media
- medical data
- text classification
- support vector machine
- acute myocardial infarction
- kaplan meier
- cardiovascular disease
- human learning
- risk factors
- prediction model
- early stage
- monitoring system
- regression model
- text mining
- knowledge discovery
- computer science
- feature selection