Deep learning radiopathomics based on preoperative US images and biopsy whole slide images can distinguish between luminal and non-luminal tumors in early-stage breast cancersResearch in context

Deep learning radiopathomics based on preoperative US images and biopsy whole slide images can distinguish between luminal and non-luminal tumors in early-stage breast cancersResearch in context

Summary: Background: For patients with early-stage breast cancers, neoadjuvant treatment is recommended for non-luminal tumors instead of luminal tumors. Preoperative distinguish between luminal and non-luminal cancers at early stages will facilitate treatment decisions making. However, the molecul...

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Bibliographic Details
Main Authors: Yini Huang, Zhao Yao, Lingling Li, Rushuang Mao, Weijun Huang, Zhengming Hu, Yixin Hu, Yun Wang, Ruohan Guo, Xiaofeng Tang, Liang Yang, Yuanyuan Wang, Rongzhen Luo, Jinhua Yu, Jianhua Zhou
Format: Article
Language:English
Published: Elsevier 2023-08-01
Series:EBioMedicine
Subjects:
Breast cancer
Ultrasound
Whole slide imaging
Deep learning
Online Access:http://www.sciencedirect.com/science/article/pii/S2352396423002712

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