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. 2022 Jul 25;14(15):3609. doi: 10.3390/cancers14153609
PTs Patients
RCC Renal Cell Carcinoma
ChRCC Chromophobe RCC
ccRCC Clear cell RCC
PRCC Papillary RCC
RO Renal Oncocytoma
CT Computed Tomography
CECT Contrast Enhanced CT
ML Machine Learning
LASSO Least Absolute Shrinkage and Selection Operator
SMOTE Synthetic Minority Oversampling Technique
RF Random Forest
SVM Support Vector Machine
KNN K-Nearest Neighbour
LR Logistic Regression
NB Naive Bayes
MRI Magnetic Resonance Imaging
UP Unenhanced Phase
NP Nephrographic Phase
EP Excretory Phase
CMP Corticomidulary Phase
AUC Area Under the Curve
IHC Immunohistochemistry
PACS Picture Archiving and Communication System
SFOV Scan Field Of View
NI Noise Index
CTDIvol Computed Tomography Dose Index Volume
kVp Kilovoltage peak
mA Milliampere
mGy Milligray
mls Milliliters
ml/sec Milliliters per second
IV Intravenous
2D Two-Dimensional
3D Tree-Dimensional
DICOME Digital Imaging and Communications in Medicine
JPEG Joint Photographic Experts Group
NIFTI Neuroimaging Informatics Technology Initiative
ROI Region Of Interest
VOI Volume Of Interest
GLCM Gray Level Cooccurrence Matrix
GLRLM Gray Level Run Length Matrix
GLSZM Gray Level Size Zone Matrix
NGTDM Neighbouring Gray Tone Difference Matrix
GLDM Gray Level Dependence Matrix
LoG Laplacian of Gaussian filters
LBP Local Binary Pattern
SD Standard Deviation
WHO World Health Organization
SVM-RFE SVM-Recursive Feature Elimination
PEER Peak Early Phase Enhanced Ratio
CNN Convolutional Neural Network
AI Artificial Intelligence
RQS Radiomics Quality Score
TRIPOD Multi-variable prediction model for Individual Prognosis Or Diagnosis