Integrating Machine Learning Into a Medical Decision Support System to Address the Problem of Missing Patient Data.
Atif KhanJohn A. DoucetteRobin CohenDaniel J. LizottePublished in: ICMLA (1) (2012)
Keyphrases
- patient data
- decision support system
- intensive care
- machine learning
- medical records
- medical data
- septic shock
- medical decision support systems
- health information systems
- medical doctors
- decision support
- clinical data
- medical domain
- home care
- decision makers
- knowledge elicitation
- diagnostic process
- decision making
- data warehouse
- intraoperative
- management system
- healthcare providers
- data mining
- multicriteria decision making
- expert systems
- intensive care unit
- knowledge acquisition
- information extraction
- electronic medical record
- damage assessment
- inductive learning
- clinical guidelines
- clinical trials
- agent based architecture
- acute coronary syndrome
- database
- medical diagnosis
- free text
- medical images
- three dimensional
- artificial intelligence
- information retrieval
- real world
- data sets