Deep Learning Identifies Neuroimaging Signatures of Alzheimer's Disease Using Structural and Synthesized Functional MRI Data.
Nanyan ZhuChen LiuXinyang FengDipika SikkaSabrina J. Gjerswold-SelleckScott A. SmallJia GuoPublished in: CoRR (2021)
Keyphrases
- mri data
- deep learning
- early diagnosis
- ad patients
- white matter
- fully automatic
- magnetic resonance imaging
- brain images
- unsupervised learning
- mr images
- synthetic data
- human brain
- magnetic resonance images
- computer aided diagnosis
- mild cognitive impairment
- computer aided
- machine learning
- brain tissue
- mental models
- motion correction
- high degree of accuracy
- dce mri
- weakly supervised
- brain regions
- real world
- healthy subjects
- co occurrence
- information processing
- data sets
- feature extraction
- object detection
- medical images
- topic models
- semi automatic