AI RESEARCH
Evidential learning driven Breast Tumor Segmentation with Stage-divided Vision-Language Interaction
arXiv CS.CV
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ArXi:2603.11206v1 Announce Type: new Breast cancer is one of the most common causes of death among women worldwide, with millions of fatalities annually. Magnetic Resonance Imaging (MRI) can provide various sequences for characterizing tumor morphology and internal patterns, and becomes an effective tool for detection and diagnosis of breast tumors. However, previous deep-learning based tumor segmentation methods have limitations in accurately locating tumor contours due to the challenge of low contrast between cancer and normal areas and blurred boundaries.