Removing Confounding Factors Associated Weights in Deep Neural Networks Improves the Prediction Accuracy for Healthcare Applications.
Haohan WangZhenglin WuEric P. XingPublished in: PSB (2019)
Keyphrases
- prediction accuracy
- neural network
- improve the prediction accuracy
- pattern recognition
- predictive accuracy
- predictive power
- ensemble methods
- fuzzy logic
- linear combination
- weight update
- hidden neurons
- neural network model
- information systems
- information technology
- weighted sum
- artificial neural networks
- genetic algorithm
- activation function
- neural nets
- multilayer perceptron
- feed forward
- back propagation
- markov random field
- semi supervised
- web page prediction