Knowledge discovery approach to automated cardiac SPECT diagnosis.
Lukasz A. KurganKrzysztof J. CiosRyszard TadeusiewiczMarek R. OgielaLucy S. GoodendayPublished in: Artif. Intell. Medicine (2001)
Keyphrases
- single photon emission computed tomography
- spect images
- knowledge discovery
- automatic diagnosis
- brain imaging
- heart disease
- computer aided diagnosis
- clinical data
- scan data
- clinically relevant
- normal subjects
- magnetic resonance imaging
- data mining
- left ventricular
- computer aided
- databases
- diagnostic tool
- semi automated
- magnetic resonance images
- computerized tomography
- early diagnosis
- cardiovascular disease
- data mining and knowledge discovery
- fully automatic
- myocardial perfusion
- formal concept analysis
- association rules
- data mining techniques
- outlier detection
- medical diagnosis
- image analysis
- fault diagnosis
- machine learning
- data analysis
- text mining
- positron emission tomography
- traditional chinese medicine
- decision support
- model based diagnosis
- knowledge discovery in databases
- left ventricle
- fully automated
- medical images
- web mining
- patient specific