An Explainable Machine Learning-based Prediction Model for In-hospital Mortality in Acute Myocardial Infarction Patients with Typical Chest Pain.
Huilin ZhengMalik Muhammad WaqarSaba ArifSyed Waseem Abbas SheraziSang Hyeok SonJong Yun LeePublished in: ICSIM (2023)
Keyphrases
- acute myocardial infarction
- prediction model
- clinical data
- machine learning
- patient records
- emergency department
- electronic health records
- patient outcomes
- regression model
- patient data
- intensive care unit
- medical data
- knowledge discovery
- exponential smoothing
- wavelet neural network
- response surface methodology
- bp neural network
- medical images
- neural network
- health care
- data analysis
- x ray
- data mining
- raw data
- predictive model
- medical doctors
- learning algorithm
- stepwise regression
- model selection
- statistical analysis
- decision trees
- feature selection
- domain experts
- high risk
- knowledge acquisition
- intensive care units