MRI-based radiomic models to predict surgical margin status and infer tumor immune microenvironment in breast cancer patients with breast-conserving surgery: a multicenter validation study
Jiafan Ma, Kai Chen, Shunrong Li, Liling Zhu, Yunfang Yu, Jingwu Li, Jie Ma, Jie Ouyang, Zhuo Wu, Yujie Tan, Zifan He, Haiqing Liu, Zhilong Pan, Haojiang Li, Qiang Liu, Erwei Song
Topics & Concepts
MedicineBreast cancerNeuroradiologySurgical oncologySurgical marginSurgical planningInterventional radiologyMargin (machine learning)RadiologyMagnetic resonance imagingBreast MRIOncologyInternal medicineCancerMammographyNeurologyMachine learningPsychiatryComputer scienceBreast Cancer Treatment StudiesRadiomics and Machine Learning in Medical ImagingCancer Immunotherapy and Biomarkers