Issam El Naqa

Preoperative Prediction of Ductal Carcinoma In Situ Upstaging Using Machine Learning‐Based Peritumoral Breast MRI Radiomics

BACKGROUND: A subset of biopsy-confirmed ductal carcinoma in situ (DCIS) cases can be upstaged to invasive breast cancer at surgery. Preoperative identification of upstaging risk is essential for treatment planning. PURPOSE: To develop clinical and breast MRI radiomics models to...