Monitoring machine learning (ML)-based risk prediction algorithms in the presence of confounding medical interventions.
Jean FengAlexej GossmannGene PennelloNicholas PetrickBerkman SahinerRomain PirracchioPublished in: CoRR (2022)
Keyphrases
- machine learning
- learning algorithm
- prediction algorithm
- maximum likelihood
- prediction accuracy
- theoretical analysis
- data sets
- machine learning algorithms
- computationally efficient
- decision support system
- worst case
- semi supervised learning
- computational cost
- artificial neural networks
- data analysis
- genetic algorithm
- benchmark datasets
- real time