Interpretable recurrent neural network models for dynamic prediction of the extubation failure risk in patients with invasive mechanical ventilation in the intensive care unit.
Zhixuan ZengXianming TangYang LiuZhengkun HeXun GongPublished in: BioData Min. (2022)
Keyphrases
- intensive care unit
- neural network model
- high risk
- intensive care
- intensive care units
- decision support system
- cardiac surgery
- prognostic models
- neural network
- medical data
- risk factors
- medical staff
- radial basis function network
- artificial neural networks
- blood pressure
- forecasting accuracy
- patient monitoring
- multi layer perceptron
- clinical data
- decision making
- prostate cancer
- decision support
- medical knowledge
- clinical guidelines
- risk management
- recurrent neural networks
- computer aided
- expert systems
- data mining