Robotics & Machine Learning Daily News2024,Issue(Oct.29) :112-113.

Guangzhou First People’s Hospital Reports Findings in Breast Cancer (Multiparametric MRI Radiomics With Machine Learning for Differentiating HER2-Zero, -Low, and -Positive Breast Cancer: Model Development, Testing, and Interpretability Analysis)

Robotics & Machine Learning Daily News2024,Issue(Oct.29) :112-113.

Guangzhou First People’s Hospital Reports Findings in Breast Cancer (Multiparametric MRI Radiomics With Machine Learning for Differentiating HER2-Zero, -Low, and -Positive Breast Cancer: Model Development, Testing, and Interpretability Analysis)

扫码查看

Abstract

By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News – New research on Oncology - Breast Cancer is the subject of a report. According to news reporting originating from Guan gzhou, People’s Republic of China, by NewsRx correspondents, research stated, “M RI radiomics has been explored for three-tiered classification of breast cancer HER2 expression (i.e., HER2-zero, HER2-low, or HER2-positive), although understa nding of how such models reach their predictions is lacking. To develop and test multiparametric MRI radiomics machine-learning models for differentiating three -tiered HER2 expression levels in patients with breast cancer, and to explain the contributions of model features through local and global interpretations using SHapley Additive exPlanation (SHAP) analysis.”

Key words

Guangzhou/People’s Republic of China/Asia/Breast Cancer/Cancer/Cyborgs/Emerging Technologies/Health and Medicine/Machine Learning/Oncology/Women’s Health

引用本文复制引用

出版年

2024
Robotics & Machine Learning Daily News

Robotics & Machine Learning Daily News

ISSN:
段落导航相关论文