Noninvasive prediction of node-positive breast cancer response to presurgical neoadjuvant chemotherapy therapy based on machine learning of axillary lymph node ultrasound

Abstract Objectives To explore an optimal model to predict the response of patients with axillary lymph node (ALN) positive breast cancer to neoadjuvant chemotherapy (NAC) with machine learning using clinical and ultrasound-based radiomic features. Methods In this study, 1014 patients with ALN-posit...

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Bibliographic Details
Main Authors: Hao Zhang, Wen Cao, Lianjuan Liu, Zifan Meng, Ningning Sun, Yuanyuan Meng, Jie Fei
Format: Article
Language:English
Published: BMC 2023-05-01
Series:Journal of Translational Medicine
Subjects:
Online Access:https://doi.org/10.1186/s12967-023-04201-8