Development of Machine Learning Classifiers for Blood-based Diagnosis and Prognosis of Suspected Acute Infections and Sepsis.
Ljubomir J. ButurovicMichael B. MayhewRoland LüthyKirindi ChoiUros MidicNandita DamarajuYehudit Hasin-BrumshteinAmitesh PratapRhys M. AdamsJoão F. HenriquesAmbika SrinathPaul FlemingClaudia PereiraOliver LiesenfeldPurvesh KhatriTimothy SweeneyPublished in: CoRR (2024)
Keyphrases
- machine learning
- machine learning methods
- machine learning algorithms
- decision trees
- supervised classification
- machine learning approaches
- feature selection
- learning algorithm
- early detection
- fault diagnosis
- computational intelligence
- supervised learning
- knowledge engineering
- test set
- multi class
- computer science
- pattern recognition
- support vector
- training data
- reinforcement learning
- data mining
- linear classifiers
- artificial intelligence
- case study
- feature extraction
- classification models
- inductive learning
- active learning
- naive bayes
- decision support
- knowledge acquisition
- natural language processing
- data sets