Meaningless comparisons lead to false optimism in medical machine learning.
Orianna DeMasiKonrad P. KördingBenjamin RechtPublished in: CoRR (2017)
Keyphrases
- machine learning
- medical domain
- natural language processing
- pattern recognition
- computational biology
- medical diagnosis
- machine learning algorithms
- learning algorithm
- medical data
- information extraction
- semi supervised learning
- machine learning methods
- feature selection
- knowledge representation
- computational intelligence
- data mining
- transfer learning
- learning tasks
- medical center
- database
- medical knowledge
- supervised machine learning
- medical information
- medical experts
- learning problems
- text classification
- reinforcement learning
- computer vision
- artificial intelligence
- neural network