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: CoRR (2019)
Keyphrases
- recurrent neural networks
- early diagnosis
- chaotic time series
- mri data
- computer aided diagnosis
- diagnostic tool
- feed forward
- medical imaging
- neural network
- magnetic resonance imaging
- medical images
- recurrent networks
- echo state networks
- reservoir computing
- computer simulation
- decision making
- artificial neural networks
- feedforward neural networks
- brain structures
- information processing
- multiple sclerosis
- shape analysis
- cascade correlation
- magnetic resonance images
- healthy subjects
- mr images
- outbreak detection
- neural model
- nonlinear dynamic systems
- long term
- image analysis