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. 2022 Aug 29;14(9):1814. doi: 10.3390/pharmaceutics14091814
AUC Area under the concentration time curve
DeepLIFT Deep learning important features
EM Expectation maximization
GAN Generative adverserial network
GP Gaussian Process
IIV inter-individual variation
k-NN k-nearest neighbour
LASSO Least absolute shrinkage and selection operator
LIME local interpretable model agnostic explanations
LOOCV Leave-one-out cross validation
MAR Missing at random
MARS Multivariate adaptive regression splines
MCAR Missing completely at random
MICE Multiple imputation by chained equations
ML Machine learning
MNAR Missing not at random
NLME Non-linear mixed effect
ODE Ordinary differential equation
PCA Principal component analysis
PD Pharmacodynamic
PK Pharmacokinetic
SCM Stepwise covariate modelling
SHAP Shapley additive explanations
t-SNE t-distributed stochastic neighbour embedding
UMAP Uniform manifold approximation and projection
VAE Variational autoencoder