COVIDAL: A Machine Learning Classifier for Digital COVID-19 Diagnosis in German Hospitals.
Christina C. BartenschlagerStefanie S. EbelSebastian KlingJanne VehreschildLutz T. ZabelChristoph SpinnerAndreas SchulerAxel R. HellerStefan BorgmannReinhard HoffmannSiegbert RiegHelmut MessmannMartin HowerJens O. BrunnerFrank HansesChristoph RömmelePublished in: ACM Trans. Manag. Inf. Syst. (2023)
Keyphrases
- machine learning
- feature selection
- support vector machine
- decision trees
- learning algorithm
- learning classifier systems
- training data
- machine learning methods
- information systems
- fault diagnosis
- active learning
- knowledge acquisition
- medical diagnosis
- artificial intelligence
- classification process
- text classification
- model based diagnosis
- classification scheme
- computer vision
- natural language processing
- text mining
- training examples
- support vector
- training set
- cost sensitive learning
- supervised classification
- learning problems
- learning tasks
- classification method
- training samples
- model selection
- data mining
- multi class
- expert systems
- inductive logic programming
- roc curve
- classification rate
- fault detection
- supervised learning
- linear classifiers
- information extraction
- knowledge discovery
- classifier combination