Classification of Patient Recovery From COVID-19 Symptoms Using Consumer Wearables and Machine Learning.
Jared LeitnerAlexander BehnkePo-Han ChiangMichele RitterMarlene MillenSujit DeyPublished in: IEEE J. Biomed. Health Informatics (2023)
Keyphrases
- machine learning
- machine learning methods
- supervised machine learning
- pattern recognition
- decision trees
- machine learning algorithms
- classification systems
- machine learning approaches
- supervised classification
- classification accuracy
- support vector machine
- text classification
- image classification
- cognitive impairment
- classification scheme
- pattern classification
- data mining
- supervised learning
- feature selection
- feature extraction
- preprocessing
- decision rules
- classification method
- multi class
- learning tasks
- natural language processing
- automatic classification
- classification models
- active learning
- classification algorithm
- class labels
- benchmark datasets
- knowledge acquisition
- inductive learning
- data analysis
- clinical trials
- text mining
- roc analysis
- neural network