Diagnosis of Iron-Deficiency Anemia in Hemodialyzed Patients through Support Vector Machines Technique.
Paola BaiardiValter PiazzaMaria C. MazzoleniPublished in: AIME (2001)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- clinically relevant
- medical doctors
- early diagnosis
- neurodegenerative diseases
- heart disease
- critical care
- cardiovascular disease
- spect images
- diagnostic tests
- differential diagnosis
- medical diagnosis
- clinical diagnosis
- kernel function
- support vector machine
- medical knowledge
- feature selection
- primary care
- therapy planning
- diagnostic tool
- fault diagnosis
- logistic regression
- medical practitioners
- classification accuracy
- kernel methods
- svm classifier
- svm classification
- multi class
- model based diagnosis
- medical data
- generalization ability
- normal subjects
- cross validation
- steel industry
- magnetic field
- medical decision making
- maximum margin
- loss function
- generalization bounds