Early gastric cancer detection and lesion segmentation based on deep learning and gastroscopic images

The results demonstrate that IMR-CNN exhibits superior accuracy compared to MR-CNN in both EGC detection and lesion segmentation. To enhance the robustness of the findings, a rigorous fivefold cross-validation was performed on a self-built dataset, verifying the reliability of the models.