A Deep Learning-Based Ensemble Method for Early Diagnosis of Alzheimer's Disease using MRI Images.
Sina FathiAli AhmadiAfsaneh DehnadMostafa Almasi-DooghaeeMelika SadeghPublished in: Neuroinformatics (2024)
Keyphrases
- early diagnosis
- deep learning
- mri images
- ensemble methods
- computer aided diagnosis
- medical images
- computer aided
- imaging modalities
- magnetic resonance imaging
- early stage
- medical imaging
- magnetic resonance images
- machine learning methods
- unsupervised learning
- decision trees
- machine learning
- mri data
- anatomical structures
- deformable models
- medical image analysis
- magnetic resonance
- mr images
- image analysis
- prostate cancer
- cardiovascular disease
- information extraction
- infectious disease
- model selection
- feature subset
- breast cancer
- training data
- image segmentation
- learning algorithm