1 results match your criteria: "Yidu Central Hospital of Shandong Second Medical University[Affiliation]"
Node Reporting and Data System Combined With Computed Tomography Radiomics Can Improve the Prediction of Nonenlarged Lymph Node Metastasis in Gastric Cancer.
J Comput Assist Tomogr
October 2024
From the Radiology Department, Yidu Central Hospital of Shandong Second Medical University, Qingzhou, Shandong.
Article Synopsis
- The study aimed to evaluate how well the Node Reporting and Data System (Node-RADS) works alongside CT radiomics in diagnosing nonenlarged regional lymph nodes in gastric cancer patients.
- Researchers analyzed preoperative CT images from 376 patients, extracting various radiomics features to create a predictive model using machine learning, which showed improved accuracy compared to models without radiomics data.
- The findings indicated that combining radiomics with Node-RADS significantly enhanced diagnostic performance, especially in lymph nodes measuring 4-7.9 mm, although the combination did not provide significant improvement for those in the 8-9.9 mm range.