Long Short-Term Memory Recurrent Neural Networks for Multiple Diseases Risk Prediction by Leveraging Longitudinal Medical Records.
Tingyan WangYuanxin TianRobin G. QiuPublished in: IEEE J. Biomed. Health Informatics (2020)
Keyphrases
- recurrent neural networks
- long short term memory
- medical records
- neural network
- chaotic time series
- feed forward
- reservoir computing
- artificial neural networks
- medical practitioners
- neural model
- risk factors
- medical data
- recurrent networks
- echo state networks
- nonlinear dynamic systems
- health care
- risk management
- machine learning
- database
- cascade correlation
- real world
- patient data
- risk assessment
- structured data
- back propagation
- statistical analysis
- domain specific
- decision making
- information systems
- artificial intelligence
- data mining