A machine learning-based 1-year mortality prediction model after hospital discharge for clinical patients with acute coronary syndrome.
Syed Waseem Abbas SheraziYu Jun JeongMoon Hyun JaeJang-Whan BaeJong Yun LeePublished in: Health Informatics J. (2020)
Keyphrases
- prediction model
- hospital discharge
- acute coronary syndrome
- patient data
- machine learning
- intensive care
- health care
- clinical data
- regression model
- response surface methodology
- traumatic brain injury
- intensive care unit
- bp neural network
- wavelet neural network
- prognostic models
- neural network
- knowledge acquisition
- exponential smoothing
- decision trees
- medical data
- predictive model
- medical records
- data mining
- acute myocardial infarction
- patient outcomes
- intraoperative
- artificial neural networks
- early detection
- model selection
- data analysis
- medical doctors
- knowledge representation
- learning algorithm
- feature selection
- clinical guidelines
- long term
- customer churn
- logistic regression
- domain knowledge
- knowledge discovery
- genetic algorithm
- domain specific
- decision support system