Towards Trustworthy Predictions of Conversion from Mild Cognitive Impairment to Dementia: A Conformal Prediction Approach.
Telma PereiraSandra CardosoDina SilvaAlexandre de MendonçaManuela GuerreiroSara C. MadeiraPublished in: PACBB (2017)
Keyphrases
- conformal prediction
- mild cognitive impairment
- high degree of accuracy
- confidence levels
- brain images
- ridge regression
- early diagnosis
- clinical trials
- k nearest neighbour
- normal controls
- early detection
- wide range
- random forests
- medical images
- machine learning
- early stage
- human brain
- regression methods
- computer aided
- text categorization
- active learning