Detecting the impact of subject characteristics on machine learning-based diagnostic applications.
Elias Chaibub NetoAbhishek PratapThanneer M. PerumalMeghasyam TummalacherlaPhil SnyderBrian M. BotAndrew D. TristerStephen H. FriendLara M. MangraviteLarsson OmbergPublished in: npj Digit. Medicine (2019)
Keyphrases
- machine learning
- main factors
- computer vision
- expert systems
- machine learning algorithms
- artificial intelligence
- decision trees
- pattern recognition
- computer science
- diagnostic reasoning
- learning tasks
- unsupervised learning
- knowledge acquisition
- medical images
- inductive learning
- training set
- explanation based learning
- high impact
- differential diagnosis
- automatic detection
- text mining
- kernel methods
- database
- supervised learning
- support vector machine
- reinforcement learning
- neural network
- real time