| HU | Hounsfield Unit |
| ABM | Adaptive Border Marching |
| A-CNN | Amalgamated Convolutional Neural Network |
| ASM | Active Shape Model |
| CAD | Computer-Aided Diagnosis |
| CADe | Computer-Aided Detection System |
| CADx | Computer-Aided Diagnosis System |
| DL | Deep Learning |
| CNN | Convolutional Neural Network |
| MV-CNN | Multi-view CNN |
| ML-CNN | Multi-level CNN |
| AHSN | Angular Histograms of Surface Normals |
| CPM | Competition Performance Metrics |
| CT | Computed Tomography |
| CV | Chan Vese |
| DBN | Deep Belief Network |
| DCNN | Deep Convolutional Neural Network |
| DNN | Deep Neural Network |
| ELM | Extreme Learning Machines |
| FLD | Fisher Linear Discriminant |
| FPN | False Positive Nodule |
| GAN | Generative Adversarial Network |
| GGO | Ground Glass Opacity |
| GGN | Ground Glass Nodule |
| ICLR | InferRead CT Lung Research |
| KB | Knowledge Bank |
| k-NN | K-nearest Neighbor |
| LDA | Linear Discriminate Analysis |
| LDCT | Low Dose Computed Tomography |
| LIDC-IDRI | Lung Image Database Consortium and Image Database Resource Initiative |
| MGRF | Markov Gibbs Random Field |
| ML | Machine Learning |
| MPP | Multi Player Perception |
| NNE | Neural Network Ensemble |
| PNN | Probabilistic Neural Network |
| RASM | Robust Active Shape Model |
| ROI | Region of Interest |
| RPCA | Robust Principal Component Analysis |
| SAE | Stacked Autoencoder |
| SS-ELM | Semi-Supervised Extreme Learning Machines |
| SVM | Support Vector Machine |
| TPN | True Positive Nodule |
| AUC | Area Under the Curve |
| IA | Invasive Adenocarcinoma |
| MTANN | Massive training artificial neural networks |
| NCI | National Cancer Institute |
| SVHN | Street View House Numbers Dataset |
| LASSO | Least Absolute Shrinkage and Selection Operator |
| AAH | Atyoical Adenomatous Hyperplasia |
| MIA | minimally invasive adenocarcinoma |
| AIS | Adenocarcinoma in Situ |
| GLCM | Gray-Level Co-occurrence Matrix |
| EM | Expectation–maximization method |
| DSC | Dice Similarity Coefficient |
| Inf-Net | COVID-19-infected lung segmentation convolution neural network |
| Semi-Inf-Net | semi-supervised Inf-Net |
| ALVD | absolute lung volume difference |
| BHD | bidirectional Hausdorff distance |
| HCRF | Hidden conditional random field |
| SCPM-Net | sphere center-points matching detection network |
| SD-U-Net | Squeeze and attention, and dense atrous spatial pyramid pooling U-Net |