The Association Between Ultrasound Features and Biological Properties of Invasive Breast Carcinoma Is Modified by Age, Tumor Size, and the Preoperative Axilla Status.

Yu-Yang TongPei-Xuan SunJin ZhouZhao-Ting ShiCai ChangJia-Wei Li

Published in: Journal of ultrasound in medicine : official journal of the American Institute of Ultrasound in Medicine (2019)

Compared with the US feature-based models, the combined models yielded better predictive performance. This may provide a more robust model to predict the tumor biological properties of IBC before surgery.

Keyphrases

minimally invasive
magnetic resonance imaging
machine learning
patients undergoing
radiation therapy
early stage
lymph node
surgical site infection
neoadjuvant chemotherapy