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. 2024 Apr 6;16(7):1073. doi: 10.3390/nu16071073
ACA Affordable Care Act
AI Artificial Intelligence
ANN Artificial Neural Network
AR Article Review
AUC Area Under The Curve
BMI Body Mass Index
BoF Models Bag-of-Features Models
CK Chronic Kidney
CNN Convolutional Neural Networks
CP Conference Papers
CR Conference Reviews
DA Data Analysis
DC Dice Coefficient
DeepLab Deep Labelling for Semantic Image Segmentation
DL Deep Learning
DLA Deep Learning Algorithm
DNN Deep Neural Network
DT Decision Tree
Faster R-CNN Faster Region-based Convolutional Neural Network
FFB Fake Food Buffet
FRANI Food Recognition Assistance and Nudging Insights
GBT Gradient Boosting Tree
GRU Gated Recurrent Unit
IAS Image Analysis Software
IBS Irritable Bowel Syndrome
IBS SSS- IBS Symptom Severity Score
ICU Intensive Care Unit
IoT Internet of Things
KNHANES Korean National Health and Nutrition Examination Survey
KNN K-Nearest Neighbors
LightGBM Light Gradient Boosting Machine
LR Linear Regression
LRDT Logistic Regression Decision Tree
LSTM Long Short-Term Memory
MK-SVM Multiple Kernel Support Vector Machine
ML Machine Learning
MLP Multi-Layer Perceptron
MLR Multivariable linear regression
NB Naive Bayes
NIR-HIS Near-Infrared Hyperspectral Imaging System
NLP Natural Language Processing
NN Neural Networks
PPGR Postprandial Glycemic Response
PRISMA Preferred Reporting Items for Systematic Reviews And Meta-Analyses
RBF Radial Basis Function
RE Review
ReLU Rectified Linear Unit
ResNet Residual Neural Network
RF Random Forest
RL Reinforcement Learning
RMSE Root Mean Square Error
RNN Recurrent Neural Network
ROC Receiver Operating Characteristics
SLR Systematic Literature Review
STL Stochastic Gradient Descent with Zero Training Loss
SVM Support vector machine
SVMs Support Vector Machines
UCI University of California, Irvine
U-Net U-shaped Convolutional Neural Network
USDA United States Department of Agriculture
XGBoost eXtreme Gradient Boosting