A Kernel Support Vector Machine Based Technique for Crohn's Disease Classification in Human Patients.
Albert ComelliMaria Chiara TerranovaLaura ScopellitiSergio SalernoFederico MidiriGiuseppe Lo ReGiovanni PetrucciSalvatore VitabilePublished in: CISIS (2017)
Keyphrases
- support vector
- feature space
- decision trees
- clinically relevant
- kernel function
- class labels
- machine learning
- lung disease
- feature selection
- classification accuracy
- support vector machine
- supervised learning
- support vector machine svm
- diagnostic tool
- emergency department
- human subjects
- image classification
- feature vectors
- feature extraction
- histogram intersection kernel
- normal controls
- multiple sclerosis
- early diagnosis
- cardiovascular disease
- svm classification
- eeg signals
- clinical data
- kernel methods
- svm classifier