Assessing calibration and bias of a deployed machine learning malnutrition prediction model within a large healthcare system.
Lathan LiouErick ScottPrathamesh ParchureYuxia OuyangNatalia EgorovaRobert FreemanIra HoferGirish N. NadkarniPrem TimsinaArash KiaMatthew A. LevinPublished in: npj Digit. Medicine (2024)
Keyphrases
- prediction model
- machine learning
- regression model
- response surface methodology
- wavelet neural network
- bp neural network
- neural network
- machine learning methods
- stepwise regression
- software reliability
- machine learning algorithms
- computer vision
- camera calibration
- model selection
- fuzzy neural network
- feature selection
- bp network
- learning algorithm
- ls svm
- data mining
- clinical trials