Investigating Conversion from Mild Cognitive Impairment to Alzheimer's Disease using Latent Space Manipulation.
Deniz Sezin AyvazInci M. BaytasPublished in: CoRR (2021)
Keyphrases
- mild cognitive impairment
- latent space
- early diagnosis
- high degree of accuracy
- brain images
- latent variables
- computer aided diagnosis
- low dimensional
- gaussian process
- parameter space
- computer aided
- clinical trials
- dimensionality reduction
- lower dimensional
- early stage
- generative model
- manifold learning
- feature space
- matrix factorization
- probabilistic latent semantic analysis
- early detection
- gaussian processes
- high dimensional
- medical images
- transfer learning
- distance metric
- gaussian mixture
- regression model
- principal component analysis
- probabilistic model
- prior knowledge
- image processing
- face recognition
- knowledge discovery
- magnetic resonance
- human brain
- computer vision
- high dimensional data
- visual features