Integrative multimodal ultrasound and radiomics for early prediction of neoadjuvant therapy response in breast cancer: a clinical study

Integrative multimodal ultrasound and radiomics for early prediction of neoadjuvant therapy response in breast cancer: a clinical study

Abstract Purpose This study aimed to develop an early predictive model for neoadjuvant therapy (NAT) response in breast cancer by integrating multimodal ultrasound (conventional B-mode, shear-wave elastography, and contrast-enhanced ultrasound) and radiomics with clinical-pathological data, and to e...

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Bibliographic Details
Main Authors: Siyu Wang, Jingyan Liu, Linlin Song, Haina Zhao, Xue Wan, Yulan Peng
Format: Article
Language:English
Published: BMC 2025-07-01
Series:BMC Cancer
Subjects:
Breast Cancer
Neoadjuvant therapy
Multimodal ultrasound
Radiomics
Early response prediction
Online Access:https://doi.org/10.1186/s12885-025-14556-4
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https://doi.org/10.1186/s12885-025-14556-4

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