Translating, Implementing, Deploying, and Evaluating Clinical Interventions Using Machine Learning Based Predictive Models: Illustrative Case Studies.
Yindalon AphinyanaphongsJonathan WiltCorey J. ChiversMark P. SendakPublished in: AMIA (2019)
Keyphrases
- machine learning
- case study
- pattern recognition
- machine learning algorithms
- model selection
- learning algorithm
- lessons learned
- neural network
- predictive modeling
- machine learning approaches
- complex systems
- feature selection
- probabilistic model
- supervised learning
- artificial neural networks
- decision trees
- statistical model
- artificial intelligence
- data mining
- medical records
- data sets