Direct Uncertainty Prediction for Medical Second Opinions.
Maithra RaghuKaty BlumerRory SayresZiad ObermeyerRobert D. KleinbergSendhil MullainathanJon M. KleinbergPublished in: ICML (2019)
Keyphrases
- prediction accuracy
- prediction error
- prediction algorithm
- expected utility
- medical diagnosis
- prediction model
- prediction intervals
- medical experts
- medical domain
- belief functions
- medical data
- data sets
- uncertain data
- decision support system
- medical images
- social media
- bayesian networks
- artificial intelligence
- machine learning