Domain Shifts in Machine Learning Based Covid-19 Diagnosis From Blood Tests.
Theresa RolandCarl BöckThomas TschoellitschAlexander MaletzkySepp HochreiterJens MeierGünter KlambauerPublished in: J. Medical Syst. (2022)
Keyphrases
- machine learning
- diagnostic tests
- domain specific
- learning algorithm
- natural language processing
- computational intelligence
- diagnostic problem solving
- transfer learning
- computer science
- data mining
- pattern recognition
- feature selection
- fault diagnosis
- neural network
- medical domain
- cross domain
- statistical tests
- inductive learning
- genetic algorithm
- data analysis
- active learning
- training data
- knowledge representation
- support vector machine
- support vector
- blood pressure
- explanation based learning
- machine learning approaches
- model based diagnosis
- domain knowledge
- data sets
- dynamic systems
- learning problems
- domain independent
- fuzzy logic
- test cases
- learning systems
- machine learning algorithms
- text mining