Magnetic Resonance Radiomics and Machine-learning Models: An Approach for Evaluating Tumor-stroma Ratio in Patients with Pancreatic Ductal Adenocarcinoma
Yinghao Meng, Hao Zhang, Qi Li, Fang Liu, Xu Fang, Jing Li, Jieyu Yu, Xiaochen Feng, Jianping Lu, Yun Bian, Chengwei Shao
Topics & Concepts
Pancreatic ductal adenocarcinomaMedicineReceiver operating characteristicMagnetic resonance imagingRadiomicsLogistic regressionDiscriminative modelArtificial intelligenceRadiologyMachine learningPancreatic cancerInternal medicineComputer scienceCancerPancreatic and Hepatic Oncology ResearchRadiomics and Machine Learning in Medical ImagingMRI in cancer diagnosis