Automatic Segmentation and Molecular Subtype Classification of Breast Cancer Using an MRI-based Deep Learning Framework

作者：Xiaoxia Wang, Xiaofei Hu, Churan Wang, Hua Yang, Yan Hu, Xiaosong Lan, Yao Huang, Ying Cao, Lijun Yan, Fandong Zhang, Yizhou Yu, Jiuquan Zhang · 发表于：Radiology Imaging Cancer · 年份：2025 · DOI：10.1148/rycan.240184 · 被引用次数：6 · 研究领域：AI in cancer detection、Radiomics and Machine Learning in Medical Imaging、Brain Tumor Detection and Classification

The proposed novel deep learning framework based on contrast-enhanced MRI demonstrated high and robust performance in fully automatic classification of breast cancer molecular subtypes.