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. 2025 May 13;12(5):514. doi: 10.3390/bioengineering12050514
AI Artificial Intelligence
ML Machine Learning
ARIMA Auto Regressive Integrated Moving Average
SVM Support Vector Machines
CNN Convolutional Neural Networks
LSTM Long Short-Term Memory Networks
WHO World Health Organization
DL Deep Learning
EHR Electronic Health Records
MAPE Mean Absolute Percentage Error
RMSE Root Mean Square Error
MAE Mean Absolute Error
MSE Mean Squared Error
NN Neural Networks
RF Random Forest
GRU Gated Recurrent
LR Linear Regression
FNN Feed Forward Neural Network
MLP Multi-layer Perceptron
RNN Recurrent Neural Networks
ICU Intensive Care Units
DT Decision Tree
GA Genetic Algorithm
PSO Particle Swarm Optimization
DE Differential Evolution
FA Firefly Algorithm
HS Harmony Search
TLBO Teaching–Learning-Based Optimization
BA Bees Algorithm
mBA mutation-based Bees Algorithm
LsOA Lioness Optimization Algorithm
HBA Honey Badger Algorithm
ABC Artificial Bee Colony
CS Cuckoo Search Algorithm
BBO Biogeography-Based Optimization
IBAS Improved Beetle Antennae Search Algorithm
SSA Sparrow Search Algorithm
ANFIS Adaptive Neuro-Fuzzy Inference System
GCN Graph Convolutional Network
ANN Artificial Neural Network
GEP Gene Expression Programming
ELM Extreme Learning Machine
LSSVR Least Squares Support Vector Machine
WNN Wavelet Neural Network
MARS Multivariate Adaptive Regression Spline
LMBP Levenberg–Marquardt Back Propagation
NAR Nonlinear Auto Regressive
CEEMD Complete Ensemble Empirical Mode Decomposition
VMD Variational Mode Decomposition
AO-KELM Adaptive Optimization-based Kernel Extreme Learning Machine
GLM General Linear Model
NLP Natural Language Processing
LIME Local Interpretable Model-agnostic Explanations
SHAP Shapley Additive Explanations