Prediction of postoperative liver metastasis in pancreatic ductal adenocarcinoma based on multiparametric magnetic resonance radiomics combined with serological markers: a cohort study of machine learning
Zhongyu Yuan, Zhenyu Shu, Jiaxuan Peng, Wei Wang, Jie Hou, Lu Han, Guangying Zheng, Yuguo Wei, Jianguo Zhong
Topics & Concepts
NomogramMedicineReceiver operating characteristicMagnetic resonance imagingPancreatic ductal adenocarcinomaRadiomicsLogistic regressionRadiologyMachine learningInternal medicineOncologyPancreatic cancerCancerComputer scienceRadiomics and Machine Learning in Medical ImagingPancreatic and Hepatic Oncology ResearchHepatocellular Carcinoma Treatment and Prognosis