Temporal Pattern Discovery for Accurate Sepsis Diagnosis in ICU Patients.
Eitam SheetritNir NissimDenis KlimovLior FuchsYuval EloviciYuval ShaharPublished in: CoRR (2017)
Keyphrases
- pattern discovery
- temporal patterns
- spatial features
- clinical data
- intensive care units
- pattern mining
- initial stage
- intensive care unit
- medical doctors
- sequential patterns
- data mining
- interesting patterns
- medical knowledge
- frequently occurring
- temporal data
- clinically relevant
- recurring patterns
- recursive partitioning
- data analysis
- temporal data mining
- rule discovery
- early diagnosis
- association rule mining
- heart disease
- spect images
- medical diagnosis
- diagnostic tests
- pattern extraction
- medical practitioners
- discovering patterns
- critical care
- structural constraints
- association patterns
- motif discovery
- patient data
- temporal information
- intensive care
- normal subjects
- medical data
- temporal constraints
- temporal reasoning
- database
- clinical trials
- machine learning