A lung cancer early intelligent screening system based on object detection was designed,which uses the YOLOv5s model to detect lung nodules in denoised lung CT images,in order to achieve early intelligent screening of lung cancer.Data analysis shows that the accuracy and recall of the experiment are close to 1,which proves the high accuracy of lung nodule detection and verifies the reliability of the early intelligent screening system for lung cancer.This system can not only reduce the workload of physicians,but also improve the accuracy of lung cancer diagnosis,making it an important tool to assist in the early diagnosis of lung cancer.
关键词
肺结节/图像去噪/目标检测/YOLOv5s模型
Key words
pulmonary nodule/image denoising/target detection/YOLOv5s model
维普
万方数据