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. 2026 Jan 6;33(1):31. doi: 10.3390/curroncol33010031
AI Artificial Intelligence
AR Androgen Receptor
ASCO American Society of Clinical Oncology
AUC Area Under the Curve
BAP1 BRCA1-Associated Protein 1
B7-H3 B7 Homolog 3
CAP College of American Pathologists
CK Cytokeratin
CPS Combined Positive Score
CNN Convolutional Neural Network
ctDNA Circulating Tumour DNA
DAB 3,3′-Diaminobenzidine
DFS Disease-Free Survival
dMMR Deficient Mismatch Repair
ER/PR Estrogen Receptor/Progesterone Receptor
FFPE Formalin-Fixed Paraffin-Embedded
GU Genitourinary
HER2 Human Epidermal Growth Factor Receptor 2
H&E Hematoxylin and Eosin
H-score Histologic/Histochemical Score
ICC Intraclass Correlation Coefficient
ICI Immune Checkpoint Inhibitor
IHC Immunohistochemistry
ISH In Situ Hybridisation
Ki-67 Nuclear proliferation biomarker
LAG-3 Lymphocyte Activation Gene 3
MIL Multiple Instance Learning
ML Machine Learning
MLH1, PMS2, MSH2, MSH6 (Mismatch repair proteins)
MMR Mismatch Repair
MIBC Muscle-Invasive Bladder Cancer
MSI Microsatellite Instability
NAC Neoadjuvant Chemotherapy
NETs Neuroendocrine Tumours
NSCLC Non–Small Cell Lung Cancer
PD-1 Programmed Death Receptor 1
PD-L1 Programmed Death-Ligand 1
PI3K Phosphatidylinositol 3-Kinase
pMMR Proficient Mismatch Repair
PSMA Prostate-Specific Membrane Antigen
PTEN Phosphatase and Tensin Homolog
RCC Renal Cell Carcinoma
TIM-3 T-cell immunoglobulin and mucin-domain containing-3
TPS Tumour Proportion Score
Trop-2 Trophoblast cell-surface antigen 2
UPKII Uroplakin II
UTUC Upper Tract Urothelial Carcinoma
VISTA V-domain Immunoglobulin Suppressor of T-cell Activation
WSI Whole-Slide Imaging