Mitigating Bias in MRI-Based Alzheimer's Disease Classifiers Through Pruning of Deep Neural Networks.
Yun-Yang HuangVenesia ChiuwanaraChao-Hsuan LinPo-Chih KuoPublished in: CLIP/FAIMI/EPIMI@MICCAI (2023)
Keyphrases
- neural network
- ensemble pruning
- magnetic resonance imaging
- multiple sclerosis
- bias variance decomposition
- pruning method
- support vector
- fuzzy logic
- medical images
- artificial neural networks
- pattern recognition
- search space
- training data
- neuro fuzzy systems
- back propagation
- multi layer perceptron
- feature selection
- neural network model
- multilayer perceptron
- genetic algorithm
- mr images
- decision trees
- training set
- machine learning algorithms
- medical imaging
- training samples
- naive bayes
- low grade
- neural networks and support vector machines
- pruning algorithms
- clinical studies
- early diagnosis
- clinical trials
- mri data
- training process
- magnetic resonance images
- nearest neighbour