Using Supervised and Unsupervised Techniques to Determine Groups of Patients with Different Doctor-Patient Stability.
Eu-Gene SiewLeonid ChurilovKate Smith-MilesJoachim P. SturmbergPublished in: PAKDD (2008)
Keyphrases
- patient groups
- unsupervised learning
- supervised learning
- patient data
- semi supervised
- clinical data
- supervised classification
- emergency department
- medical center
- medical data
- intensive care
- medical experts
- clinical trials
- unsupervised methods
- medical treatment
- weakly supervised
- medical records
- clinical setting
- therapy planning
- spinal cord injury
- learning algorithm
- vital signs
- word sense induction
- medical knowledge
- cognitive impairment
- intensive care unit
- healthy controls
- clinical information
- primary care
- intensive care units
- chronic obstructive pulmonary disease
- blood pressure
- medical care
- cancer patients
- patient records
- liver disease
- medical staff
- health care providers
- heart disease
- clinical studies
- supervised training
- real patient data
- blood glucose
- critical care
- supervised methods
- risk factors
- medical doctors
- high risk
- clinical practice
- medical practice
- breast cancer
- medical devices
- tumor growth
- electronic medical record
- monitoring system
- disease progression
- surgical procedures
- acute myocardial infarction
- medical images