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. 2022 Feb 25;22(5):1843. doi: 10.3390/s22051843
IDF International Diabetes Federation
T1D Type 1 diabetes
T2D Type 2 diabetes
GDM Gestational diabetes
CHD Coronary heart disease
PAD Peripheral arterial disease
AI Artificial intelligence
ML Machine learning
ECG Electrocardiography
LapSVM Laplacian support vector machine
SVM Support vector machine
DT Decision Tree
LR Logistic regression
AdaBoost Adaptive boosting
URL Uniform resource locator
MML Multi-agent machine learning
IP Internet protocol
ANN Artificial neural networks
RA Regression algorithm
SVR Support vector regression
KNN K-nearest neighbor
RF Random forest
Hkmeans Hierarchical K-means clustering
CGM Continuous glucose monitoring
PH Prediction horizons
PSO Particle swarm optimization
EE Energy expenditure
DR Diabetic retinopathy
RDR Referable diabetic retinopathy
NB Naive bayes
CNN Convolutional neural networks
GBDT Gradient-boosting decision tree
RNN Recurrent neural network
AP Artificial pancreas