Translational Challenges of Biomedical Machine Learning Solutions in Clinical and Laboratory Settings.
Carlos VegaMiroslav KratochvílVenkata P. SatagopamReinhard SchneiderPublished in: IWBBIO (2) (2022)
Keyphrases
- machine learning
- information extraction
- real world
- machine learning and data mining algorithms
- lessons learned
- text mining
- pattern recognition
- knowledge acquisition
- natural language processing
- data mining
- computational issues
- practical solutions
- machine learning approaches
- support vector machine
- knowledge discovery
- learning algorithm
- artificial intelligence
- computer science
- optimal solution
- model selection
- learning systems
- decision trees
- computer vision
- medical domain
- clinical practice
- patient data
- knowledge base
- clinical data
- inductive learning
- benchmark problems
- inductive logic programming
- statistical methods
- machine learning methods
- machine learning algorithms
- text classification
- natural language
- data analysis
- knowledge representation