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个人信息Personal Information
教授
博士生导师
硕士生导师
主要任职：人力资源处处长（党委教师工作部部长、党委人才办公室主任）【兼党委组织部副部长】
性别：男
毕业院校：上海交通大学
学位：博士
所在单位：生物医学工程学院
学科：生物医学工程. 信号与信息处理. 模式识别与智能系统
电子邮箱：cong@dlut.edu.cn
Predicting pathological complete response based on weakly and semi-supervised joint learning in breast cancer multi-parametric MRI
点击次数：
发表时间：2024-12-20
发表刊物：Biomedical Signal Processing and Control
卷号：93
ISSN号：1746-8094
关键字：Article; Attention mechanisms; breast cancer; Breast Cancer; cancer patient; cancer staging; Chemotherapy; cohort analysis; Complete response; controlled study; cross validation; deep learning; diffusion weighted imaging; Diseases; dynamic contrast-enhanced magnetic resonance imaging; epidermal growth factor receptor 2; estrogen receptor; feature selection; Forecasting; human; image segmentation; Joint learning; Ki 67 antigen; Learning systems; major clinical study; Medical imaging; MR-images; multimodal imaging; multiparametric magnetic resonance imaging; Neoadjuvant chemotherapies; neoadjuvant chemotherapy; nuclear magnetic resonance imaging; pathological complete response; Pathological complete response; prediction; progesterone receptor; radiochemistry; radiomics; retrospective study; Semi-supervised; Semi-supervised learning; semi supervised machine learning; Supervised learning; support vector machine; T1 weighted imaging; T2 weighted imaging; treatment response; Tumors; Weakly supervised learning