AI	artificial intelligence
AUC	area under curve
BFPS	block filtering post-pruning search
ccpRCC	clear cell papillary renal cell carcinoma
ccRCC	clear cell renal cell carcinoma
chRCC	chromophobe renal cell carcinoma
CNA	copy number alteration
CNN	convolutional neural network
CT	computed tomography
DAG-SVM	Directed Acyclic Graph Support Vector Machine
DCNN	deep convoluted neural network
DFS	disease free survival
DL	deep learning
DNN	deep neural network
EGFR	Epidermal growth factor receptor
FCNN	fully-connected neural network
grad-CAM	gradient-weighted class activation mapping
IMDC	International Metastatic Renal Cell Carcinoma Database Consortium
KRAS	V-Ki-ras2 Kirsten rat sarcoma viral oncogene homolog
LASSO	Least Absolute Shrinkage and Selection Operator
lmQCM	local maximum quasi-clique merging
ML	machine learning
mRCC	metastatic renal cell carcinoma
MRI	magnetic resonance imaging
MSKCC	Memorial Sloan Kettering Cancer Center
N.A.	not applicable
NP	normal parenchyma
NT	normal tissue
OS	overall survival
PFS	Progression-free survival
pRCC	papillary renal cell carcinoma
RCC	renal cell carcinoma
ResNet	residual neural network architecture
RMB	renal mass biopsy
RO	renal oncocytoma
SVM	support vector machine
TCGA	The Cancer Genome Atlas
TKI	Tyrosine kinase inhibitors
UISS	UCLA Integrated Staging System for renal cell carcinoma
VEGFR-TKI	VEGF receptor-tyrosine kinase inhibitors
VHL	Von-Hippel-Lindau tumor suppressor
WSI	whole slide imaging