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. 2026 Jan 7;16(2):186. doi: 10.3390/diagnostics16020186
LDCT Low-Dose Computed Tomography
PN Pulmonary Nodule
NSCLC Non-Small Cell Lung Cancer
SCLC Small Cell Lung Cancer
AC Adenocarcinoma
SCC Squamous Cell Carcinoma
GGN Ground-Glass Nodule
CAD Computer-Aided Diagnosis
ML Machine Learning
DL Deep Learning
CNN Convolutional Neural Network
FFT Fast Fourier Transform
ROI Region of Interest
LASSO Least Absolute Shrinkage and Selection Operator
LIFEx Local Image Feature Extraction (software)
LightGBM Light Gradient Boosting Machine
MLP Multilayer Perceptron
LDA Linear Discriminant Analysis
AUC Area Under the Curve
ROC Receiver Operating Characteristic
Grad-CAM Gradient-weighted Class Activation Mapping
BEiT Bidirectional Encoder Representation from Image Transformers
DaViT Dual Attention Vision Transformer
VOLO Vision Outlooker
DINAT Dilated Neighborhood Attention Transformer
VGG Visual Geometry Group
ResNet Residual Network
MetaFormer Meta Transformer
EVA Enhanced Visual Attention
NCHC National Center for High-performance Computing
KVGH Kaohsiung Veterans General Hospital
CYCH Chia-Yi Christian Hospital
IRB Institutional Review Board