Predicting Clinical Outcomes in Colorectal Cancer Using Machine Learning.
Julian GründnerHans-Ulrich ProkoschMichael StürzlRoland CronerJan ChristophDennis ToddenrothPublished in: MIE (2018)
Keyphrases
- machine learning
- colorectal cancer
- machine learning methods
- health information systems
- medical domain
- data mining
- pattern recognition
- active learning
- knowledge acquisition
- learning problems
- patient data
- supervised learning
- natural language processing
- clinical data
- semi supervised learning
- machine learning algorithms
- learning algorithm
- feature selection
- clinical practice
- computational biology
- inductive learning
- support vector machine
- knowledge discovery
- data analysis
- transfer learning
- knowledge base
- decision trees
- model selection
- computational intelligence
- text mining
- machine learning approaches
- medical records
- intensive care
- medical treatment
- natural language
- reinforcement learning