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. 2025 Oct 1;15(10):656. doi: 10.3390/bios15100656
Abs Antibodies
AgNPs Silver nanoparticles
AI Artificial intelligence
AIDS Acquired immunodeficiency syndrome
ANN Artificial neural network
AUC Area under the curve
CNN Convolutional neural network
CTCs Circulating tumor cells
DGFET Dual-gate field-effect transistor
DL Deep learning
DNN Deep neural network
ECM1 Extracellular matrix protein-1
ELISA Enzyme-linked immunosorbent assay
FDT Fuzzy-based decision tree
FET Field-effect transistor
FFNN Feedforward neural networks
FNDs Fluorescent nanodiamonds
GANs Generative adversarial networks
GDCFN Generalized deep convolutional fuzzy network
GNPs Gold nanoparticles
GO Graphene oxide
GPLMs General protein language models
GPR Gaussian process regression
IoT Internet of Things
KNN k-Nearest Neighbors
LMs Language models
LOD Limit of detection
LSTM Long short-term memory
MERS-CoV Middle East respiratory syndrome coronavirus
MIPs Molecularly imprinted polymers
ML Machine learning
MLP Multilayer perceptron
MLR Multiple linear regression
MS Mass spectrometry
MWCNTs Multi-walled carbon nanotubes
NMs Nanomaterials
PCR Polymerase chain reaction
PI-RADS Prostate imaging reporting and data system
POCT Point-of-care testing
PSO Particle swarm optimization
RBD Receptor binding domain
RBMs Restricted Boltzmann machines
RF Random forest
RNN Recurrent neural network
SARS-CoV Severe acute respiratory coronavirus
SELEX Systematic evolution of ligands by exponential enrichment
SERS Surface-enhanced Raman scattering
SPR Surface plasmon resonance
SSO Shuffle shepherd optimization
SVC/RBF Support vector classifier with a radial basis function
SVM Support vector machine
SVR Support vector regression
VAEs Variational autoencoders
VOC Volatile organic compound
XAI Explainable artificial intelligence