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. 2022 Jul 8;12(7):1664. doi: 10.3390/diagnostics12071664
ASPECTS Alberta Stroke Program Early CT Score
NIHSS National Institute of Health stroke scale
NASCET North American Symptomatic Carotid Endarterectomy Trial
TIMI Thrombolysis in myocardial infarction
CT Computed tomography
CTP Computed tomography perfusion
CTA Computed tomography angiography
DSC-PWI Dynamic susceptibility contrast perfusion weighted imaging
CBF Cerebral blood flow
CBV Cerebral blood volume
Tmax Time to maximum plasma concentration
MTT Mean transit time
TTP Time to peak
CTI Clinical text information
mRS Modified Rankin score
LT Lesion tissue
NT Normal tissue
TI Theoretical information
SIF Similarity features
STF Statistical features
SSL Steaming and sparse learning
CMIM Conditional mutual information maximization
JMI Joint mutual information
MIFS Mutual information feature selection
MIM Mutual information maximization
MRMR Minimal redundancy maximum relevance
Fisher Fisher score
LS Lap score
FS F-score
TS T-score
MCFS Multicluster feature selection
Alpha Alpha investing
Lasso Least absolute shrinkage and selection operator
SVM Support vector machines
DT Decision tree
Ada Adaboost classifier
NN Neural network
RF Random forest
KNN K-nearest neighbors
LR Logistic regression
DA Linear discriminant analysis
GBDT Gradient boosting classifier
NB GaussianNB
mRSRF mRS radiomics features
SurvF Survival features
C-index Concordance index
mRS_7 7-category in 90-day mRS
mRS_4 4-category in 90-day mRS
mRS_2 2-category in 90-day mRS
mAcc Mean accuracy
mPre Mean precision
mF1 Mean F1
mRecall Mean Recall
mAuc Mean area under the curve score