Deep learning-based classification of healthy aging controls, mild cognitive impairment and Alzheimer's disease using fusion of MRI-PET imaging.
V. P. Subramanyam RallabandiKrishnamoorthy SeetharamanPublished in: Biomed. Signal Process. Control. (2023)
Keyphrases
- deep learning
- fdg pet
- mild cognitive impairment
- ad patients
- positron emission tomography
- high degree of accuracy
- magnetic resonance imaging
- pet images
- mri data
- brain images
- normal controls
- unsupervised learning
- medical imaging
- machine learning
- pattern recognition
- early diagnosis
- high resolution
- text classification
- model selection
- clinical trials
- magnetic resonance
- image analysis
- feature vectors
- computer vision
- computer aided diagnosis
- ct images
- x ray
- mr imaging
- cortical thickness
- feature extraction
- decision trees
- magnetic resonance images
- medical images
- supervised learning
- image processing