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Applications of AI in Predicting Drug Responses for Type 2 Diabetes
discriminant analysis.
i LDA: linear discriminant analysis.
j RF: random forest.
k GBM: gradient boosted machine.
l AUC: area under the curve.
m GLM: generalized linear model.
n MARS: multivariate adaptive regression spline.
o SVM: support vector machine.
p CART: classification and regression tree.
q BART: Bayesian additive regression tree.
r AGI: alpha-glucosidase inhibitor.
s BP-ANN: back propagation artificial neural network.
t LR: linear regression.
u ISSI-2: insulin secretion-sensitivity index-2.
v NN: neural network.
wk-NN: k-nearest
JMIR Diabetes 2025;10:e66831
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