Deploying clinical machine learning? Consider the following...
Charles LuKen ChangPraveer SinghStuart R. PomerantzSean DoyleSujay KakarmathChristopher P. BridgeJayashree Kalpathy-CramerPublished in: CoRR (2021)
Keyphrases
- machine learning
- feature selection
- clinical practice
- machine learning methods
- learning algorithm
- medical domain
- inductive learning
- clinical information
- machine learning approaches
- machine learning algorithms
- knowledge representation
- artificial intelligence
- data analysis
- decision trees
- pattern recognition
- supervised machine learning
- computer vision
- clinical trials
- machine learning and data mining
- reinforcement learning
- learning systems
- model selection
- knowledge acquisition
- information extraction
- support vector machine
- knowledge discovery
- clinical diagnosis
- intensive care
- disease diagnosis
- clinical guidelines
- data mining
- medical experts
- clinical data
- kernel methods
- natural language
- semi supervised learning
- supervised learning