A Machine Learning Approach for the Differential Diagnosis of Alzheimer and Vascular Dementia Fed by MRI Selected Features.
Gloria CastellazziMaria Giovanna CuzzoniMarina Cotta-RamusinoDaniele MartinelliFederica DenaroAntonio RicciardiPaolo VitaliNicoletta AnzaloneSara BerniniFulvia PalesiElena SinforianiAlfredo CostaGiuseppe MicieliEgidio D'AngeloGiovanni MagenesClaudia A. M. Gandini Wheeler-KingshottPublished in: Frontiers Neuroinformatics (2020)
Keyphrases
- selected features
- differential diagnosis
- computer aided diagnosis
- pulmonary nodules
- medical images
- feature selection
- computer aided
- medical experts
- feature set
- classification accuracy
- classification method
- medical imaging
- cross validation
- random forest
- feature subset
- mr images
- svm classifier
- classification rate
- feature selection algorithms
- blood vessels
- extracted features
- training data
- image analysis
- data mining
- support vector machine
- ct scans
- x ray
- computed tomography
- medical diagnosis
- information extraction
- text categorization
- genetic algorithm ga