Interpretability and Statistical Inferences of the Prediction of Clinical Outcomes Using Deep Neural Networks.
Qing T. ZengYiJun ShaoCecilia DaoOrna IntratorJoseph L. GouletPublished in: AMIA (2019)
Keyphrases
- neural network
- prediction accuracy
- pattern recognition
- artificial neural networks
- prediction model
- genetic algorithm
- fuzzy logic
- statistical analysis
- neural networks and support vector machines
- neural network ensemble
- prediction algorithm
- predictive model
- prediction error
- artificial neural networks to predict
- clinical data
- statistical methods
- statistical models
- clinical practice
- outcome prediction
- bladder cancer
- recurrent neural networks
- fuzzy systems
- multi layer perceptron
- information theoretic
- patient data
- patient records
- decision trees
- chaotic time series
- learning algorithm
- health information systems
- machine learning