A Novel Approach to Assessing Differentiation Degree and Lymph Node Metastasis of Extrahepatic Cholangiocarcinoma: Prediction Using a Radiomics-Based Particle Swarm Optimization and Support Vector Machine Model.
Xiaopeng YaoXinqiao HuangChunmei YangAnbin HuGuangjin ZhouJianbo LeiJian ShuPublished in: JMIR medical informatics (2020)
The MRI-based PSO-SVM radiomics model might be useful for auxiliary clinical diagnosis and decision-making, which has a good potential for clinical application for DD and LNM of ECC.