Monitoring Performance of a Deployed Machine Learning Model that Predicts Long-term Mortality for Targeting Inpatient Palliative Care.
Sameh N. SalehCorey ChiversJason LubkenKatherine R. CourtrightGary E. WeissmanDaniel HermanPublished in: AMIA (2022)
Keyphrases
- long term
- machine learning
- artificial intelligence
- computational model
- statistical model
- active learning
- mathematical model
- short term
- management system
- objective function
- prior knowledge
- probabilistic model
- decision trees
- computer vision
- formal model
- health care
- learning tasks
- real time
- theoretical framework
- machine learning algorithms
- supervised learning
- genetic algorithm
- data sets