Responsible and Regulatory Conform Machine Learning for Medicine: A Survey of Technical Challenges and Solutions.
Eike PetersenYannik PotdevinEsfandiar MohammadiStephan ZidowitzSabrina BreyerDirk NowotkaSandra HennLudwig PechmannMartin LeuckerPhilipp RostalskiChristian HerzogPublished in: CoRR (2021)
Keyphrases
- technical challenges
- machine learning
- technical contributions
- data mining
- information extraction
- machine learning methods
- artificial intelligence
- technical issues
- pattern recognition
- inductive learning
- database
- computer vision
- supervised machine learning
- data sets
- optimal solution
- learning tasks
- learning algorithm
- knowledge representation
- natural language processing
- active learning
- learning problems
- learning systems
- machine learning algorithms
- text classification
- supervised learning
- search space
- case study
- decision trees
- genetic algorithm
- real world
- neural network
- real time