Latent diffusion model-based MRI superresolution enhances mild cognitive impairment prognostication and Alzheimer's disease classification.
Dan YoonYouho MyongYoung Gyun KimYongsik SimMinwoo ChoByung-Mo OhSungwan KimPublished in: NeuroImage (2024)
Keyphrases
- super resolution
- high resolution
- mild cognitive impairment
- low resolution
- normal controls
- high resolution images
- ad patients
- resolution enhancement
- high degree of accuracy
- mri data
- feature vectors
- early diagnosis
- image reconstruction
- mr images
- brain images
- magnetic resonance images
- anisotropic diffusion
- image classification
- medical images
- feature extraction
- magnetic resonance imaging
- machine learning
- image data
- training set
- preprocessing
- high quality
- feature selection