AI |
Artificial intelligence |
ANN |
Artificial neural network |
AUC |
Area under the curve |
CNN |
Convolutional neural network |
DT |
Decision tree |
EHR |
Electronic health records |
FDA |
Food and Drug Administration |
GBT |
Gradient-boosted tree |
GradCAM |
Gradient-weighted class activation mapping |
HCP |
Healthcare professionals |
IDC |
International Data Corporation |
KNN |
K-Nearest neighbor |
ML |
Machine learning |
MLPDSC |
Machine Learning for Pharmaceutical Discovery and Synthesis Consortium |
NB |
Naïve Bayes |
NER |
Unit name recognition |
NLP |
Natural language processing |
PCA |
Principal component analysis |
RF |
Random Forest |
RL |
Reinforcement learning |
RNN |
Recurrent neural network |
SARSA |
State-action-reward-state-action |
SHAP |
SHapley Additive exPlanations |
SVM |
Support vector machines |
VAEs |
Variational autoencoders |
WHO |
World Health Organization |
XAI |
Explainable artificial intelligence |