Ontology highlight
ABSTRACT:
SUBMITTER: Cui X
PROVIDER: S-EPMC6381163 | biostudies-literature | 2019 Feb
REPOSITORIES: biostudies-literature
Cui Xiaoyu X Wang Nian N Zhao Yue Y Chen Shuo S Li Songbai S Xu Mingjie M Chai Ruimei R
Scientific reports 20190219 1
The accurate and noninvasive preoperative prediction of the state of the axillary lymph nodes is significant for breast cancer staging, therapy and the prognosis of patients. In this study, we analyzed the possibility of axillary lymph node metastasis directly based on Magnetic Resonance Imaging (MRI) of the breast in cancer patients. After mass segmentation and feature analysis, the SVM, KNN, and LDA three classifiers were used to distinguish the axillary lymph node state in 5-fold cross-valida ...[more]