Research Progress on Benign and Malignant Lung Nodule Classification Based on Deep Learning

Lung cancer is a malignant tumor with extremely high morbidity and mortality. The early classification of benign and malignant lung nodules is of great significance for the lung cancer treatment. In recent years, the application of deep learning on the classification of benign and malignant lung nodules has become a new development trend. This article reviewed the latest research in this field in two-dimensional and three-dimensional deep learning, compared the model performances and analyzed the research trend in the next sten.