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. 2025 Sep 1;15(17):2216. doi: 10.3390/diagnostics15172216
Anova Analysis of Variance
AP Average precision
AUC Area Under the Receiver Operating Characteristic Curve
CCAAT Cytosine–Cytosine–Adenosine–Adenosine–Thymidine
cfDNA Cell-Free Deoxyribonucleic Acid
cfRNA Cell-Free Ribonucleic Acid
DNA Deoxyribonucleic Acid
DNN Deep Neural Network
DT Decision Tree
EMT Epithelial–Mesenchymal Transition
eQTL Expression Quantitative Trait Locus
GEO Gene Expression Omnibus
HPA The Human Protein Atlas
IQR Interquartile Range
LIME Local Interpretable Model-Agnostic Explanations
LR Logistic Regression
MCED Multi-Cancer Early Detection
ML Machine Learning
NN Neural Network
PBMC Peripheral Blood Mononuclear Cell
ReLU Rectified Linear Unit
RF Random Forest
RNA Ribonucleic Acid
ROC Receiver Operating Characteristic
SHAP SHapley Additive exPlanations
SLSQP Sequential Least Squares Quadratic Programming
SMOTE Synthetic Minority Over-sampling Technique
SVM Support Vector Machine
TCGA The Cancer Genome Atlas
TEP Tumor-Educated Platelets
XAI Explainable Artificial Intelligence
XGB Extreme Gradient Boosting