The need for a system view to regulate artificial intelligence/machine learning-based software as medical device.
Sara GerkeBoris BabicTheodoros EvgeniouI. Glenn CohenPublished in: npj Digit. Medicine (2020)
Keyphrases
- machine learning
- artificial intelligence
- computational intelligence
- natural language processing
- medical domain
- intelligent systems
- computer science
- medical devices
- knowledge representation
- software tools
- software development
- software architecture
- machine learning algorithms
- knowledge engineering
- knowledge acquisition
- expert systems
- medical data
- software engineering
- software systems
- multiple views
- medical diagnosis
- machine learning methods
- pattern recognition
- inductive learning
- cognitive science
- human learning
- data mining
- model selection
- text mining
- learning tasks
- intelligent agents
- software components
- natural language
- source code
- low cost
- machine learning approaches
- software design
- machine intelligence
- formal methods
- user interface
- case based reasoning
- desktop computers
- support vector machine