Improving MRI-based diagnosis of Alzheimer's disease via an ensemble privileged information learning algorithm.
Xiao ZhengJun ShiQi ZhangShihui YingYan LiPublished in: ISBI (2017)
Keyphrases
- learning algorithm
- early diagnosis
- disease diagnosis
- privileged information
- diagnostic tool
- magnetic resonance imaging
- low grade
- diagnostic process
- clinically relevant
- magnetic resonance images
- computer aided diagnosis
- training data
- cardiovascular disease
- supervised learning
- medical images
- machine learning algorithms
- reinforcement learning
- learning scheme
- multiple sclerosis
- generalization ability
- ensemble learning
- mri data
- medical doctors
- fault diagnosis
- back propagation
- neural network
- model based diagnosis
- machine learning
- ensemble methods
- computer aided
- medical diagnosis
- early detection
- medical imaging
- optic nerve
- classification algorithm
- training samples
- high resolution
- histogram intersection kernel
- white matter
- data sets
- image analysis
- spect images
- mr images
- brain mri
- prostate cancer
- generalization error