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: ISBI (2021)
Keyphrases
- data analysis
- mri data
- deep learning
- early diagnosis
- ad patients
- machine learning
- magnetic resonance imaging
- fully automatic
- white matter
- synthetic data
- mr images
- human brain
- computer aided diagnosis
- unsupervised learning
- magnetic resonance images
- brain images
- mild cognitive impairment
- brain tissue
- computer aided
- dce mri
- weakly supervised
- high degree of accuracy
- brain imaging
- motion correction
- mental models
- brain regions
- three dimensional
- decision making
- real world
- healthy subjects
- prostate cancer
- data sets
- medical imaging