Research Paper: Automating the Assignment of Diagnosis Codes to Patient Encounters Using Example-based and Machine Learning Techniques.
Serguei V. S. PakhomovJames D. BuntrockChristopher G. ChutePublished in: J. Am. Medical Informatics Assoc. (2006)
Keyphrases
- heart disease
- critical care
- medical doctors
- primary care
- therapy planning
- cardiovascular disease
- medical practice
- medical diagnosis
- error correction
- medical treatment
- medical knowledge
- patient data
- machine learning methods
- model based reasoning
- machine learning
- model based diagnosis
- clinical practice
- clinical trials
- machine learning algorithms
- patient specific
- fault diagnosis
- information systems
- heart rate
- liver disease
- medical care
- early diagnosis
- medical decision making
- traditional chinese medicine
- intensive care
- emergency department
- clinical data
- health care
- medical staff
- fault detection
- electronic health records
- medical experts