Towards Regulatory-Compliant MLOps: Orazivio's Journey from a Machine Learning Experiment to a Deployed Certified Medical Product.
Tuomas GranlundVlad StirbuTommi MikkonenPublished in: SN Comput. Sci. (2021)
Keyphrases
- machine learning
- medical domain
- machine learning methods
- active learning
- data analysis
- computer vision
- life cycle
- machine learning approaches
- pattern recognition
- medical data
- decision trees
- medical information
- data mining
- text mining
- computational intelligence
- semi supervised learning
- statistical methods
- product development
- medical devices
- medical imaging
- learning algorithm
- artificial intelligence
- reinforcement learning
- natural language
- medical treatment
- technical support
- feature selection
- knowledge base
- product design
- production planning
- explanation based learning
- natural language processing
- knowledge engineering
- inductive learning
- learning problems
- expert systems
- knowledge representation
- support vector machine
- information extraction
- health care
- machine learning algorithms