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. 2026 Jan 16;33(1):53. doi: 10.3390/curroncol33010053
SHAP SHapley Additive exPlanation
ML machine learning
cMRI  conventional MRI
AUC area under the curve
HER2 human epidermal growth factor receptor 2
IHC immunohistochemistry
FISH fluorescence in situ hybridization
CNB core needle biopsy
MRI magnetic resonance imaging
ER estrogen receptor
PR progesterone receptor
T1WI T1-weighted images
T2WI T2-weighted images
DCE dynamic contrast-enhanced
FGT fibroglandular tissue
BPE background parenchymal enhancement
ALNs axillary lymph nodes
RF Random Forest
SVM Support Vector Machine
XGBoost eXtreme Gradient Boosting
K-NN  K-Nearest Neighbors
LR Logistic Regression 
ROC the receiver operating characteristic
ACC accuracy
SPE specificity
SEN
PPV
NPV
sensitivity
positive predictive value
negative predictive value
DFS disease-free survival
ICC intraclass correlation coefficient