A Model-Based Approach to Visualizing Classification Decisions for Patient Diagnosis.
Keith MarsoloSrinivasan ParthasarathyMichael D. TwaMark BullimorePublished in: AIME (2005)
Keyphrases
- classification decisions
- medical doctors
- heart disease
- primary care
- critical care
- therapy planning
- medical knowledge
- medical practice
- cardiovascular disease
- medical diagnosis
- health care
- fault diagnosis
- medical treatment
- medical experts
- patient data
- automatic diagnosis
- clinical trials
- medical practitioners
- medical data
- neural network
- clinical practice
- model based diagnosis
- patient records
- medical care
- model based reasoning
- interactive visualization
- heart rate
- clinical data
- medical decision making
- vital signs
- early diagnosis
- causal reasoning
- imaging modalities
- liver disease
- knowledge based systems
- knowledge discovery