Learning from the experts: From expert systems to machine-learned diagnosis models.
Murali RavuriAnitha KannanGeoffrey J. TsoXavier AmatriainPublished in: MLHC (2018)
Keyphrases
- expert systems
- knowledge acquisition
- learning process
- prior knowledge
- learning algorithm
- probabilistic model
- machine learning
- latent variable models
- accurate models
- active learning
- case based reasoning
- neural nets
- learning models
- dynamic bayesian networks
- reinforcement learning
- medical diagnosis
- qualitative models
- learned models
- structural model