| DETR | Detection Transformer |
| DEIM | DETR with Improved Matching |
| YOLO | You Only Look Once |
| ALDF | Adaptive Lesion-Discriminative Filtering |
| GLIM-Neck | Global–Local Illumination Modulation Neck |
| LUCID | Lesion-aware Unified Calibration and Illumination-robust Discrimination |
| GCPA | Global Context Pyramid Aggregator |
| GCT-Head | Global Context Transformer Head |
| HACA | Hierarchical Asymmetric Channel Allocation |
| ALGI | Adaptive Local–Global Injection |
| DW | Depth-wise |
| COCO | Common Objects in Context |
| AP | Average Precision |
| mAP | Mean Average Precision |
| IoU | Intersection over Union |
| FPS | Frames Per Second |
| FPN | Feature Pyramid Network |
| GPU | Graphics Processing Unit |
| BE | Barrett’s Esophagus |
| HGD | High-Grade Dysplasia |
| NBI | Narrow-Band Imaging |
| WLE | White-Light Endoscopy |
| CE | Chromoendoscopy |
| EMA | Exponential Moving Average |
| MAL | Matchability-Aware Loss |
| O2O | One-to-One |
| Grad-CAM | Gradient-weighted Class Activation Mapping |
| BN | Batch Normalization |
| LN | Layer Normalization |
| ReLU | Rectified Linear Unit |
| GELU | Gaussian Error Linear Unit |