A radiomics model that predicts lymph node status in pancreatic cancer to guide clinical decision making: A retrospective study
Xiaoyuan Liang, Wei Cai, Xingyu Liu, Ming Jin, Ling-xiang Ruan, Sheng Yan
Abstract
The noninvasive tool constructed from the portal venous phase CT based on radiomics showed better performance for LN metastasis prediction than traditional approaches in pancreatic cancer. It may assist surgeons in crafting detailed procedures before treatment, this subsequently improves tumor staging and resection of patients.
Topics & Concepts
MedicineNomogramRadiomicsRadiologyPancreatic cancerLogistic regressionCohortMetastasisLymph nodeRetrospective cohort studyPrimary tumorOncologyCancerInternal medicinePancreatic and Hepatic Oncology ResearchRadiomics and Machine Learning in Medical ImagingRenal cell carcinoma treatment