Temporal data mining and process mining techniques to identify cardiovascular risk-associated clinical pathways in Type 2 diabetes patients.
Arianna DagliatiLucia SacchiCarlo CerraPaola LeporatiPasquale De CataLuca ChiovatoJohn H. HolmesRiccardo BellazziPublished in: BHI (2014)
Keyphrases
- cardiovascular disease
- risk factors
- process mining
- temporal data mining
- high risk
- chronic disease
- blood glucose
- blood pressure
- diabetic patients
- process model
- diabetes mellitus
- medical diagnosis
- clinical pathway
- medical practitioners
- event logs
- risk assessment
- intensive care unit
- medical data
- business process
- heart disease
- clinical trials
- business processes
- risk management
- clinical data
- temporal data
- coronary artery
- heart rate
- primary care
- real world
- knowledge discovery
- website
- drug resistance
- machine learning
- expert systems
- knowledge base