Publications by authors named "Lewen Sui"
Article Synopsis
- This study evaluated how well a deep learning model could predict lymphovascular invasion (LVI) status using breast MRI images in patients with invasive breast cancer that did not have axillary lymph node metastasis.
- Data was analyzed from 280 patients, with various machine learning and deep learning algorithms used to identify key features that predict LVI status.
- The deep learning model that combined radiomic and clinical features had the best performance, achieving an area under the curve (AUC) of 0.896 for predicting LVI, outperforming other models used in the study.
