Development and validation of an interpretable neural network for prediction of postoperative in-hospital mortality.
Christine K. LeeMuntaha SamadIra HoferMaxime CannessonPierre BaldiPublished in: npj Digit. Medicine (2021)
Keyphrases
- neural network
- prognostic models
- prediction model
- intensive care
- prediction accuracy
- survival analysis
- artificial neural networks
- software engineering
- health care
- fault diagnosis
- neural network model
- self organizing maps
- logistic regression
- back propagation
- knowledge based systems
- case study
- genetic algorithm
- regression model
- recurrent neural networks
- neural nets
- prediction error
- receiver operating characteristic
- information systems