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. 2026 Jun 21;16(6):346. doi: 10.3390/bios16060346
SERS Surface-enhanced Raman scattering
AI Artificial intelligence
ML Machine learning
AI/ML Artificial intelligence/machine learning
POC Point-of-care
LOD Limit of detection
RSD Relative standard deviation
EV Extracellular vesicle
MIP Molecularly imprinted polymer
CRISPR Clustered regularly interspaced short palindromic repeats
Cas12a CRISPR-associated protein 12a
LFIA Lateral-flow immunoassay
NPoM Nanoparticle-on-mirror
PCA Principal component analysis
LDA Linear discriminant analysis
PCA-LDA Principal component analysis–linear discriminant analysis
SVM Support vector machine
CNN Convolutional neural network
1D-CNN One-dimensional convolutional neural network
XAI Explainable artificial intelligence
SHAP SHapley Additive exPlanations
Grad-CAM Gradient-weighted class activation mapping
LOPO-CV Leave-one-patient-out cross-validation
ROC Receiver operating characteristic
AUC Area under the receiver operating characteristic curve
SaMD Software as a medical device
STARD-AI Standards for Reporting Diagnostic Accuracy Studies–Artificial Intelligence
bHCR Branched hybridization chain reaction
PSA Prostate-specific antigen
CA19-9 Carbohydrate antigen 19-9