Early Prediction Of Alzheimer's Disease Dementia Based On Baseline Hippocampal MRI and 1-Year Follow-Up Cognitive Measures Using Deep Recurrent Neural Networks.
Hongming LiYong FanPublished in: ISBI (2019)
Keyphrases
- recurrent neural networks
- early diagnosis
- chaotic time series
- mri data
- magnetic resonance imaging
- diagnostic tool
- computer aided diagnosis
- neural network
- medical images
- feed forward
- echo state networks
- artificial neural networks
- medical imaging
- reservoir computing
- feedforward neural networks
- recurrent networks
- healthy subjects
- multiple sclerosis
- neural model
- magnetic resonance images
- information processing
- shape analysis
- long term
- outbreak detection
- brain structures
- neural models
- image analysis
- nonlinear dynamic systems
- cascade correlation
- mr images
- brain tissue
- short term
- computer aided
- computer simulation
- genetic algorithm