Improving the In-Hospital Mortality Prediction of Diabetes ICU Patients Using a Process Mining/Deep Learning Architecture.
Julian TheisWilliam L. GalanterAndrew D. BoydHoushang DarabiPublished in: IEEE J. Biomed. Health Informatics (2022)
Keyphrases
- intensive care unit
- deep learning
- process mining
- prognostic models
- high risk
- intensive care
- intensive care units
- medical data
- health care
- risk factors
- process model
- event logs
- business process
- medical knowledge
- unsupervised learning
- decision support system
- blood pressure
- prostate cancer
- clinical data
- business processes
- patient data
- machine learning
- mental models
- survival analysis
- weakly supervised
- formal concept analysis
- electronic health records
- medical images
- data mining
- cardiovascular disease
- chronic disease
- feature selection