Clustering Cardiovascular Risk Trajectories of Patients with Type 2 Diabetes Using Process Mining.
Joyce PebesmaAntonio Martinez-MillanaLucia SacchiCarlos Fernández-LlatasPasquale De CataLuca ChiovatoRiccardo BellazziVicente TraverPublished in: EMBC (2019)
Keyphrases
- risk factors
- process mining
- high risk
- cardiovascular disease
- diabetes mellitus
- blood pressure
- chronic disease
- process model
- event logs
- risk assessment
- risk management
- medical practitioners
- business process
- medical diagnosis
- medical data
- diabetic patients
- health care
- clustering algorithm
- blood glucose
- business processes
- data points
- clinical pathway
- acute coronary syndrome
- heart disease
- clinical trials
- statistical methods
- medical knowledge
- formal concept analysis
- health care providers
- machine learning
- medical records
- genetic programming
- search engine
- databases