Radiomics and machine learning model can improve the differentiation between ocular adnexal lymphoma and idiopathic orbital inflammation

被引：0
|
作者：
Wang Guorong [1 ]
Qu Xiaoxia [1 ]
Guo Jian [1 ]
Luo Yongheng [2 ]
Xian Junfang [1 ]
机构：
[1] Department of Radiology, Beijing Tongren Hospital, Capital Medical University, Beijing, China
[2] Department of Radiology, The Second Xiangya Hospital of Central South University, Changsha, Hunan,
来源：
中华医学杂志英文版 | 2025年 / 138卷 / 02期
关键词：
D O I：
暂无
中图分类号：
R739.7 [眼肿瘤]; R777.5 [眼眶疾病];
学科分类号：
摘要：
<正>
引用
收藏
相关论文
共 50 条
  • [1] Radiomics and machine learning model can improve the differentiation between ocular adnexal lymphoma and idiopathic orbital inflammation
    Wang, Guorong
    Qu, Xiaoxia
    Guo, Jian
    Luo, Yongheng
    Xian, Junfang
    CHINESE MEDICAL JOURNAL, 2025, 138 (02) : 234 - 236
  • [2] MRI-Based Radiomics Nomogram for Preoperative Differentiation Between Ocular Adnexal Lymphoma and Idiopathic Orbital Inflammation
    Yang, Lijuan
    Zhang, Huachen
    Xie, Xiaoyang
    Jiang, Shijie
    Zhang, Hui
    Cao, Xin
    Hou, Yuqing
    He, Xiaowei
    Wang, Junming
    Zhang, Tao
    Zhao, Fengjun
    JOURNAL OF MAGNETIC RESONANCE IMAGING, 2023, 57 (05) : 1594 - 1604
  • [3] Editorial for "Magnetic Resonance Imaging-Based Radiomics Nomogram for Preoperative Differentiation Between Ocular Adnexal Lymphoma and Idiopathic Orbital Inflammation"
    Sollmann, Nico
    JOURNAL OF MAGNETIC RESONANCE IMAGING, 2023, 57 (05) : 1605 - 1606
  • [4] A deep learning model combining multimodal radiomics, clinical and imaging features for differentiating ocular adnexal lymphoma from idiopathic orbital inflammation
    Xiaoyang Xie
    Lijuan Yang
    Fengjun Zhao
    Dong Wang
    Hui Zhang
    Xuelei He
    Xin Cao
    Huangjian Yi
    Xiaowei He
    Yuqing Hou
    European Radiology, 2022, 32 : 6922 - 6932
  • [5] A deep learning model combining multimodal radiomics, clinical and imaging features for differentiating ocular adnexal lymphoma from idiopathic orbital inflammation
    Xie, Xiaoyang
    Yang, Lijuan
    Zhao, Fengjun
    Wang, Dong
    Zhang, Hui
    He, Xuelei
    Cao, Xin
    Yi, Huangjian
    He, Xiaowei
    Hou, Yuqing
    EUROPEAN RADIOLOGY, 2022, 32 (10) : 6922 - 6932
  • [6] MR-based radiomics signature in differentiating ocular adnexal lymphoma from idiopathic orbital inflammation
    Guo, Jian
    Liu, Zhenyu
    Shen, Chen
    Li, Zheng
    Yan, Fei
    Tian, Jie
    Xian, Junfang
    EUROPEAN RADIOLOGY, 2018, 28 (09) : 3872 - 3881
  • [7] MR-based radiomics signature in differentiating ocular adnexal lymphoma from idiopathic orbital inflammation
    Jian Guo
    Zhenyu Liu
    Chen Shen
    Zheng Li
    Fei Yan
    Jie Tian
    Junfang Xian
    European Radiology, 2018, 28 : 3872 - 3881
  • [8] Bag-of-features-based radiomics for differentiation of ocular adnexal lymphoma and idiopathic orbital inflammation from contrast-enhanced MRI
    Hou, Yuqing
    Xie, Xiaoyang
    Chen, Jixin
    Lv, Peng
    Jiang, Shijie
    He, Xiaowei
    Yang, Lijuan
    Zhao, Fengjun
    EUROPEAN RADIOLOGY, 2021, 31 (01) : 24 - 33
  • [9] Bag-of-features-based radiomics for differentiation of ocular adnexal lymphoma and idiopathic orbital inflammation from contrast-enhanced MRI
    Yuqing Hou
    Xiaoyang Xie
    Jixin Chen
    Peng Lv
    Shijie Jiang
    Xiaowei He
    Lijuan Yang
    Fengjun Zhao
    European Radiology, 2021, 31 : 24 - 33
  • [10] Deep learning-based intratumoral and peritumoral features for differentiating ocular adnexal lymphoma and idiopathic orbital inflammation
    Zhang, Huachen
    Xu, Li
    Yang, Lijuan
    Su, Zhiming
    Kang, Haobei
    Xie, Xiaoyang
    He, Xuelei
    Zhang, Hui
    Zhang, Qiufang
    Cao, Xin
    He, Xiaowei
    Zhang, Tao
    Zhao, Fengjun
    EUROPEAN RADIOLOGY, 2025, 35 (03) : 1276 - 1289
12345