Optimized One vs One Approach in Multiclass Classification for Early Alzheimer's Disease and Mild Cognitive Impairment Diagnosis.
Carmen Jimenez-MesaIgnacio Álvarez IllánAlberto Martín-MartínDiego Castillo-BarnesFrancisco Jesús Martínez-MurciaJavier RamírezJuan Manuel GórrizPublished in: IEEE Access (2020)
Keyphrases
- early diagnosis
- multiclass classification
- mild cognitive impairment
- computer aided diagnosis
- multi class
- computer aided
- early stage
- early detection
- binary classification
- ad patients
- high degree of accuracy
- cardiovascular disease
- svm classification
- brain images
- brain connectivity
- cost sensitive
- machine learning algorithms
- skin lesion
- medical images
- support vector machine
- image processing
- decision trees
- base classifiers
- high resolution
- binary classifiers
- prostate cancer
- infectious disease