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. 2020 Nov 12;10(4):224. doi: 10.3390/jpm10040224
AI Artificial Intelligence
ANN Artificial Neural Network
APSO Adaptive Particle Swarm Optimization
AUC Area Under the Curve
BraTS-xxxx Brain Tumour Segmentation Challenge-year
CapsNets Capsule Networks
CLAHE Contrast Adaptive Histogram Equalization
CRF Conditional Random Forest
CT Computed Tomography
DCNN Deep Convolutional Neural Network
DenseNet Densely Connected Convolutional Networks
DMD Dense Micro-block Difference
DNN Deep (Artificial) Neural Network
DWT Discrete Wavelet Transform
ELM Extreme Learning Machines
FA False Alarm
FC Fully Connected
FLAIR T2-Weighted Fluid-Attenuated Inversion Recovery
GAN Generative Adversarial Networks
GBM Glioblastoma
GCNN Growing Convolution Neural Network
GD Gradient Descent
GLCM Grey Level Co-occurrence Matrix
H&E Haematoxylin and Eosin
HCNN Heterogenous Convolution Neural Network
HGG High-Grade Glioma
IDH Isocitrate Dehydrogenase
LBP Local Binary Pattern
LGG Low-Grade Glioma
LoG Laplacian of Gaussian
LRF Local Receptive Fields
LSTM Long Short-Term Memory
MA Missed Alarm
MC-Net Model Cascade Net
ML Machine Learning
MR Magnetic Resonance
M-SVM Multiclass-Support Vector Machine
N/A Not Available
OM-Net One-Pass Multi-Task Net
PCA Principal Component Analysis
Pr Predictive Model
ResNet Residual Network
RNN Recurrent Neural Network
RoI Region of Interest
RRNN Recurrent Regression-based Neural Networks
SVC Support Vector Classifier
SWT Stationary Wavelet Transform
T1 (T1-Weighted) Longitudinal Relaxation Time
T1c T1-Weighted Post-Contrast
T1-Gado Gadolinium contrast medium in MR images
T2 (T2-Weighted) Transverse Relaxation Time
TBI Traumatic Brain Injury
TCGA The Cancer Genome Atlas
TCIA The Cancer Imaging Archive
WBA The Whole-Brain Atlas
WSI Whole Slide Image
xD x Dimensional