Responsible and Regulatory Conform Machine Learning for Medicine: A Survey of Challenges and Solutions.
Eike PetersenYannik PotdevinEsfandiar MohammadiStephan ZidowitzSabrina BreyerDirk NowotkaSandra HennLudwig PechmannMartin LeuckerPhilipp RostalskiChristian HerzogPublished in: IEEE Access (2022)
Keyphrases
- machine learning
- data mining
- computer vision
- lessons learned
- pattern recognition
- natural language processing
- machine learning methods
- active learning
- computational issues
- practical solutions
- key issues
- information extraction
- optimal solution
- knowledge acquisition
- neural network
- machine learning algorithms
- benchmark problems
- machine learning approaches
- medical domain
- text mining
- knowledge base
- decision trees
- information technology
- case study
- feasible solution
- support vector machine
- inductive learning
- text classification
- artificial intelligence
- technical challenges
- learning algorithm
- specific problems
- real world
- data sets
- natural sciences
- interdisciplinary field