Ensemble learning with Conformal Predictors: Targeting credible predictions of conversion from Mild Cognitive Impairment to Alzheimer's Disease.
Telma PereiraSandra CardosoDina SilvaManuela GuerreiroAlexandre de MendonçaSara C. MadeiraPublished in: CoRR (2018)
Keyphrases
- ensemble learning
- mild cognitive impairment
- early diagnosis
- high degree of accuracy
- brain images
- base learners
- clinical trials
- computer aided diagnosis
- generalization ability
- ensemble methods
- early stage
- computer aided
- random forest
- medical images
- base classifiers
- pairwise
- magnetic resonance
- early detection
- eeg data
- feature selection
- concept drift
- image segmentation
- image analysis
- support vector machine
- prostate cancer
- breast cancer