Bringing Machine Learning Systems into Clinical Practice: A Design Science Approach to Explainable Machine Learning-Based Clinical Decision Support Systems.
Luisa PumplunFelix PetersJoshua F. GawlitzaPeter BuxmannPublished in: J. Assoc. Inf. Syst. (2023)
Keyphrases
- machine learning systems
- clinical practice
- clinical decision support systems
- design science
- machine learning
- machine learning algorithms
- information systems
- medical images
- theoretical foundation
- lessons learned
- medical imaging
- clinical trials
- design decisions
- literature review
- learning systems
- widely accepted
- decision support system
- pattern recognition
- text classification
- decision support
- decision trees
- computer vision
- machine learning methods
- learning classifier systems
- data mining
- clinical practice guidelines
- software engineering
- learning algorithm
- semi supervised learning
- x ray
- active learning
- feature selection
- knowledge discovery
- three dimensional
- artificial intelligence
- real world