AUC |
Area Under (ROC) Curve |
CNN |
Convolutional Neural Network |
CV |
Cross Validation |
DL |
Deep Learning |
DSS |
Decision Support System |
FC |
Fully Connected |
GS |
Gleason Score |
ISUP |
International Society of Urological Pathology |
MCCV |
Monte Carlo Cross-Validation |
MCC |
Moffitt Cancer Center |
MIL |
Multi-Instance Learning |
ML |
Machine Learning |
NN |
Neural Network |
OD |
Outlier Detection |
PANDA |
Prostate cANcer graDe Assessment |
RANSAC |
Random Sampling and Consensus |
RNN |
Recurrent Neural Network |
ROC |
Receiver Operating Characteristic |
SGD |
Stochastic Gradient Descent |
UM |
University of Miami |
WSI |
Whole-Slide Image |