Background Radiomics has been applied for assessing lymphovascular invasion (LVI) in
patients with breast cancer. However, associations between features from peritumoral …

Purpose To evaluate the ability of preoperative MRI-based radiomic features in predicting
lymphovascular invasion (LVI) in patients with breast cancer. Methods PubMed, Embase …

Background Lymphovascular invasion (LVI) status facilitates the selection of optimal
therapeutic strategy for breast cancer patients, but in clinical practice LVI status is …

Objective Preoperative identification of lymphovascular invasion (LVI) in patients with
invasive breast cancer is challenging due to absence of reliable biomarkers or tools in …

Background Assessment of lymphovascular invasion (LVI) in breast cancer (BC) primarily
relies on preoperative needle biopsy. There is an urgent need to develop a non‐invasive …

Rationale and Objectives Preoperative prediction of LVI status can facilitate personalized
therapeutic planning. This study aims to investigate the efficacy of preoperative MRI-based …

Objective To develop a multiparametric MRI-based radiomics nomogram for predicting
lymphovascular invasion (LVI) status and clinical outcomes in patients with breast invasive …

Rationale and Objectives In patients with breast cancer (BC), lymphovascular invasion (LVI)
status is considered an important prognostic factor. We aimed to develop machine learning …

Objective This study aimed to investigate and validate the effectiveness of diverse radiomics
models for preoperatively differentiating lymphovascular invasion (LVI) in clinically node …

Purpose In node‐negative disease, the presence of lymphovascular invasion (LVI) is
reported to be an unfavorable prognostic factor. Thus, the aim of this study was to evaluate …