ML |
Machine Learning |
AI |
Artificial intelligence |
GVHD |
Graft-versus-host-disease |
ATS |
Adaptive treatment strategies |
HSCT |
Hematopoietic stem cell transplantation |
HLA |
human leukocyte antigen |
SVM |
Support vector Machines |
EHR |
Electronic health record |
mHealth |
Mobile health |
PRISMA |
Preferred Reporting Items for Systematic Reviews and Meta-Analyses. |
LR |
Logistic Regression |
RF |
Random Forest |
PCA |
Principal Component Analysis |
BLSTM |
Bidirectional Long-short-term-memory |
ADT |
Alternating Decision Tree |
NB |
Naïve Bayes |
MLP |
Multiplayer perceptron |
RL |
Reinforcement Learning |
CART |
Classification and Regression Trees |
BRT |
Boosted Regression Trees |
SR |
Spline regression |
BART |
Bayesian additive regression trees |
NN |
Neural networks |
k-NN |
k-nearest neighbor |
LDA |
Linear Discriminant analysis |
SDA |
Shrinkage Discriminant analysis |
RSF |
Random survival Forest |
BN |
Bayesian Network |
GBM |
Gradient Boosting Machines |
DT |
Decision Tree |
BL |
Bayesian Learners |
EL |
Ensemble learners |
AML |
Acute Myeloid Leukemia |
CBC |
Complete blood count |
WBC |
White blood clount |
rDRI |
refined disease risk index |
MM |
multiple myeloma |
NRM |
Non-relapse mortality |
SOM |
Self-organizing map |
GVHD-DE |
Graft-versus-host-disease- dry eye |
VT |
Verification Typing |
BDT |
Boosted decision Trees |
AUC |
Area under curve |
GPS |
Generalized path seeker |
API |
Application programming Interface |
PRO |
Patient reported outcome |
HRQOL |
Health related quality of life |
HIPPA |
Health Insurance Portability and Accountability Act |