Machine Learning-Based Breast Tumor Ultrasound Radiomics for Pre-operative Prediction of Axillary Sentinel Lymph Node Metastasis Burden in Early-Stage Invasive Breast Cancer
Jiejie Yao, Wei Zhou, Shangyan Xu, Xiaohong Jia, Jianqiao Zhou, Xiaosong Chen, Weiwei Zhan
Topics & Concepts
RadiomicsMedicineBreast cancerNomogramSupport vector machineMachine learningArtificial intelligenceStage (stratigraphy)Test setSentinel lymph nodeReceiver operating characteristicRandom forestOncologyRadiologyComputer scienceInternal medicineCancerPaleontologyBiologyBreast Cancer Treatment StudiesRadiomics and Machine Learning in Medical ImagingMRI in cancer diagnosis