Predicting Conversion from Mild Cognitive Impairment to Alzheimer's Disease Using K-Means Clustering on MRI Data.
Miranda BellezzaAzzurra di PalmaAndrea FrosiniPublished in: Inf. (2024)
Keyphrases
- mild cognitive impairment
- mri data
- ad patients
- high degree of accuracy
- early diagnosis
- brain images
- white matter
- magnetic resonance imaging
- computer aided diagnosis
- clinical trials
- fully automatic
- medical images
- magnetic resonance images
- computer aided
- synthetic data
- mr images
- brain connectivity
- human brain
- early stage
- early detection
- mri images
- mr imaging
- brain tissue
- healthy subjects
- wide range
- partial volume
- brain imaging
- dce mri
- medical imaging
- magnetic resonance
- imaging modalities
- eeg data
- decision making