MedML: Fusing Medical Knowledge and Machine Learning Models for Early Pediatric COVID-19 Hospitalization and Severity Prediction.
Junyi GaoChaoqi YangGeorge HeintzScott BarrowsElise AlbersMary StapelSara WarfieldAdam CrossJimeng Sunthe N3C consortiumPublished in: CoRR (2022)
Keyphrases
- machine learning models
- medical knowledge
- predictive model
- medical diagnosis
- medical decision making
- machine learning algorithms
- prediction accuracy
- prediction model
- spam filtering
- semi automatic
- knowledge based systems
- clinical data
- machine learning approaches
- clinical practice
- knowledge sources
- learning models
- image analysis
- machine learning
- classification rules
- data sets
- historical data
- medical images
- expert systems