Explainable Boosting Machine for Predicting Alzheimer's Disease from MRI Hippocampal Subfields.
Alessia SaricaAndrea QuattroneAldo QuattronePublished in: BI (2021)
Keyphrases
- mri data
- magnetic resonance imaging
- multiple sclerosis
- medical images
- medical imaging
- computer aided diagnosis
- magnetic resonance images
- shape analysis
- brain structures
- mr images
- computer simulation
- early diagnosis
- batch processing
- medical image analysis
- brain scans
- ensemble learning
- boosting algorithms
- clinical applications
- mri images
- base classifiers
- fully automatic
- disease diagnosis
- feature selection
- learning algorithm
- brain tissue
- weak learners
- ensemble methods