A method for distinguishing benign and malignant pulmonary nodules based on 3D dual path network aided by K-means clustering analysis

摘要：

In the USA, there were about 1806590 new cancer cases in 2020, and 606520 cancer deaths are expected to have occurred in 2021. Lung cancer has become the leading cause of death from cancer in both men and women (Siegel et al., 2020). Clinical studies show that the five-year survival rate of lung cancer patients after early diagnosis and treatment intervention can reach 80％, compared with that of patients having advanced lung cancer. Thus, the early diagnosis of lung cancer is a key factor to reduce mortality.

机标关键词：k-means、analysis、network、method、path、dual、aided、based、benign、clustering

所属期刊栏目：23

分类号：TP391;S;TP273

在线出版日期：2022-11-22（万方平台首次上网日期，不代表论文的发表时间）

页数：共13页

页码：957-967,14-15