Early Diagnosis of Mild Cognitive Impairment with 2-Dimensional Convolutional Neural Network Classification of Magnetic Resonance Images.
Luca HeisingSpyros AngelopoulosPublished in: HICSS (2021)
Keyphrases
- magnetic resonance images
- early diagnosis
- convolutional neural network
- mild cognitive impairment
- medical images
- computer aided diagnosis
- early stage
- brain images
- medical imaging
- mr images
- white matter
- computer aided
- high degree of accuracy
- data preparation
- skin lesion
- partial volume
- pattern recognition
- feature extraction
- magnetic resonance imaging
- neural network
- early detection
- machine learning
- high quality
- medical image analysis
- prostate cancer
- brain tissue
- high resolution
- feature selection
- automatic segmentation
- breast cancer
- support vector machine svm
- diffusion tensor
- svm classification
- image data
- feature space
- preprocessing
- support vector