Patient Risk Stratification for Hospital-Associated C. diff as a Time-Series Classification Task.
Jenna WiensJohn V. GuttagEric HorvitzPublished in: NIPS (2012)
Keyphrases
- high risk
- emergency department
- patient groups
- intensive care unit
- patient records
- electronic health records
- risk factors
- vital signs
- hospital information systems
- patient care
- clinical information
- medical doctors
- intensive care
- operating room
- health care
- medical practice
- risk management
- care delivery
- chronic disease
- medical data
- information systems
- intensive care units
- health related
- clinical data
- blood pressure
- risk assessment
- medical information
- dynamic time warping
- patient data
- acute coronary syndrome
- home care
- heart rate
- clinical trials
- hierarchical data
- stored data
- medical experts
- patient outcomes
- monitoring system
- nearest neighbor