MRI-based machine learning radiomics for preoperative prediction of HER2 status in urothelial bladder carcinoma

被引:0
|
作者
Lyu, Q. [1 ]
Yang, X. [1 ]
Cao, Q. [1 ]
Yu, R. [1 ]
机构
[1] Nanjing Med Univ, Dept Urol, Affiliated Hosp 1, Nanjing, Peoples R China
关键词
D O I
暂无
中图分类号
R5 [内科学]; R69 [泌尿科学(泌尿生殖系疾病)];
学科分类号
1002 ; 100201 ;
摘要
A0150
引用
收藏
页码:S881 / S882
页数:2
相关论文
共 50 条
  • [1] MRI-BASED MACHINE LEARNING RADIOMICS FOR PREOPERATIVE PREDICTION OF HER2 STATUS IN UROTHELIAL BLADDER CARCINOMA
    Lyu, Qiang
    Yang, Xiao
    Cao, Qiang
    Yu, Ruixi
    JOURNAL OF UROLOGY, 2024, 211 (05): : E1254 - E1254
  • [2] MRI-based machine learning radiomics for prediction of HER2 expression status in breast invasive ductal carcinoma
    Luo, Hong-Jian
    Ren, Jia-Liang
    Guo, Li Mei
    Niu, Jin Liang
    Song, Xiao-Li
    EUROPEAN JOURNAL OF RADIOLOGY OPEN, 2024, 13
  • [3] MRI-Based Machine Learning Radiomics for Preoperative Assessment of Human Epidermal Growth Factor Receptor 2 Status in Urothelial Bladder Carcinoma
    Yu, Ruixi
    Cai, Lingkai
    Gong, Yuxi
    Sun, Xueying
    Li, Kai
    Cao, Qiang
    Yang, Xiao
    Lu, Qiang
    JOURNAL OF MAGNETIC RESONANCE IMAGING, 2024, 60 (06) : 2694 - 2704
  • [4] Radiomics Signatures Based on Multiparametric MRI for the Preoperative Prediction of the HER2 Status of Patients with Breast Cancer
    Zhou, Jing
    Tan, Hongna
    Li, Wei
    Liu, Zehua
    Wu, Yaping
    Bai, Yan
    Fu, Fangfang
    Jia, Xin
    Feng, Aozi
    Liu, Huan
    Wang, Meiyun
    ACADEMIC RADIOLOGY, 2021, 28 (10) : 1352 - 1360
  • [5] Noninvasive identification of HER2 status by integrating multiparametric MRI-based radiomics model with the vesical imaging-reporting and data system (VI-RADS) score in bladder urothelial carcinoma
    Luo, Cheng
    Li, Shurong
    Han, Yichao
    Ling, Jian
    Wu, Xuanling
    Chen, Lingwu
    Wang, Daohu
    Chen, Junxing
    ABDOMINAL RADIOLOGY, 2025,
  • [6] Contrast-enhanced computed tomography-based radiomics nomogram for predicting HER2 status in urothelial bladder carcinoma
    Peng, Jiao
    Tang, Zhen
    Li, Tao
    Pan, Xiaoyu
    Feng, Lijuan
    Long, Liling
    FRONTIERS IN ONCOLOGY, 2024, 14
  • [7] Multiparametric MRI-Based Radiomics Signature with Machine Learning for Preoperative Prediction of Prognosis Stratification in Pediatric Medulloblastoma
    Luo, Yi
    Zhuang, Yijiang
    Zhang, Siqi
    Wang, Jingsheng
    Teng, Songyu
    Zeng, Hongwu
    ACADEMIC RADIOLOGY, 2024, 31 (04) : 1629 - 1642
  • [8] MRI-based machine learning radiomics can predict HER2 expression level and pathologic response after neoadjuvant therapy in HER2 overexpressing breast cancer
    Bitencourt, Almir G., V
    Gibbs, Peter
    Saccarelli, Carolina Rossi
    Daimiel, Isaac
    Lo Gullo, Roberto
    Fox, Michael J.
    Thakur, Sunitha
    Pinker, Katja
    Morris, Elizabeth A.
    Morrow, Monica
    Jochelson, Maxine S.
    EBIOMEDICINE, 2020, 61
  • [9] A radiomics-based interpretable machine learning model to predict the HER2 status in bladder cancer: a multicenter study
    Wei, Zongjie
    Bai, Xuesong
    Xv, Yingjie
    Chen, Shao-Hao
    Yin, Siwen
    Li, Yang
    Lv, Fajin
    Xiao, Mingzhao
    Xie, Yongpeng
    INSIGHTS INTO IMAGING, 2024, 15 (01):
  • [10] A MRI-based radiomics model for preoperative prediction of five-year survival status in hepatocellular carcinoma.
    Wang, Xiao-Hang
    Long, Liu-Hua
    Cui, Yong
    Jia, Angela Y.
    Zhu, Xiang-Gao
    Wang, Honq-Zhi
    Wang, Zhao-Hai
    Wang, Wei-Hu
    JOURNAL OF CLINICAL ONCOLOGY, 2019, 37 (15)