Lymphovascular invasion (LVI), the invasion of tumor cells into the lymphatic or vascular space, is an early indicator of potential metastasis, with its presence in breast cancer independently predicting poorer outcomes even after neoadjuvant chemotherapy. However, a major limitation is that LVI detection currently relies on postsurgical evaluation. To address this, we determined whether LVI