MRI-based radiomics signature for pretreatment prediction of pathological response to neoadjuvant chemotherapy in osteosarcoma: a multicenter study

被引:0
|
作者
Haimei Chen
Xiao Zhang
Xiaohong Wang
Xianyue Quan
Yu Deng
Ming Lu
Qingzhu Wei
Qiang Ye
Quan Zhou
Zhiming Xiang
Changhong Liang
Wei Yang
Yinghua Zhao
机构
[1] The Third Affiliated Hospital of Southern Medical University (Academy of Orthopedics. Guangdong Province),Department of Radiology
[2] Zhuhai People’s Hospital (Zhuhai Hospital Affiliated with Jinan University),Zhuhai Precision Medical Center
[3] The Third Affiliated Hospital of Sun Yat-Sen University,Department of Radiology
[4] Zhujiang Hospital of Southern Medical University,Department of Radiology
[5] The First Affiliated Hospital of Guangzhou Medical University,Department of Radiology
[6] The Third Affiliated Hospital of Southern Medical University,Department of Oncology
[7] The Third Affiliated Hospital of Southern Medical University,Department of Pathology
[8] Panyu Central Hospital of Guangzhou,Department of Radiology
[9] Guangdong Academy of Medical Sciences,Department of Radiology, Guangdong General Hospital
[10] School of Biomedical Engineering,Guangdong Provincial Key Laboratory of Medical Image Processing
[11] Southern Medical University,undefined
来源
European Radiology | 2021年 / 31卷
关键词
Logistic models; Magnetic resonance imaging; Osteosarcoma; Neoadjuvant therapy;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:7913 / 7924
页数:11
相关论文
共 50 条
  • [41] Predicting Soft Tissue Sarcoma Response to Neoadjuvant Chemotherapy Using an MRI-Based Delta-Radiomics Approach
    Brandon K. K. Fields
    Natalie L. Demirjian
    Steven Y. Cen
    Bino A. Varghese
    Darryl H. Hwang
    Xiaomeng Lei
    Bhushan Desai
    Vinay Duddalwar
    George R. Matcuk
    Molecular Imaging and Biology, 2023, 25 : 776 - 787
  • [42] Predicting Soft Tissue Sarcoma Response to Neoadjuvant Chemotherapy Using an MRI-Based Delta-Radiomics Approach
    Fields, Brandon K. K.
    Demirjian, Natalie L.
    Cen, Steven Y.
    Varghese, Bino A.
    Hwang, Darryl H.
    Lei, Xiaomeng
    Desai, Bhushan
    Duddalwar, Vinay
    Matcuk, George R., Jr.
    MOLECULAR IMAGING AND BIOLOGY, 2023, 25 (04) : 776 - 787
  • [43] Evaluation of the neoadjuvant chemotherapy response in osteosarcoma using the MRI DWI-based machine learning radiomics nomogram
    Zhang, Lu
    Gao, Qiuru
    Dou, Yincong
    Cheng, Tianming
    Xia, Yuwei
    Li, Hailiang
    Gao, Song
    FRONTIERS IN ONCOLOGY, 2024, 14
  • [44] MRI-based radiomics for pretreatment prediction of response to concurrent chemoradiotherapy in locally advanced cervical squamous cell cancer
    Zhang, Xiaomiao
    Zhang, Qi
    Chen, Yan
    Wang, Sicong
    Zhang, Jieying
    An, Jusheng
    Xie, Lizhi
    Yu, Xiaoduo
    Zhao, Xinming
    ABDOMINAL RADIOLOGY, 2023, 48 (01) : 367 - 376
  • [45] Multiphase and multiparameter MRI-based radiomics for prediction of tumor response to neoadjuvant therapy in locally advanced rectal cancer
    Huang, Hongyan
    Han, Lujun
    Guo, Jianbo
    Zhang, Yanyu
    Lin, Shiwei
    Chen, Shengli
    Lin, Xiaoshan
    Cheng, Caixue
    Guo, Zheng
    Qiu, Yingwei
    RADIATION ONCOLOGY, 2023, 18 (01)
  • [46] MRI-based radiomics for pretreatment prediction of response to concurrent chemoradiotherapy in locally advanced cervical squamous cell cancer
    Xiaomiao Zhang
    Qi Zhang
    Yan Chen
    Sicong Wang
    Jieying Zhang
    Jusheng An
    Lizhi Xie
    Xiaoduo Yu
    Xinming Zhao
    Abdominal Radiology, 2023, 48 : 367 - 376
  • [47] MRI-based Multiregional Radiomics for Pretreatment Prediction of Distant Metastasis After Neoadjuvant Chemoradiotherapy in Patients with Locally Advanced Rectal Cancer
    Zhao, Rui
    Wan, Lijuan
    Chen, Shuang
    Peng, Wenjing
    Liu, Xiangchun
    Wang, Sicong
    Li, Lin
    Zhang, Hongmei
    ACADEMIC RADIOLOGY, 2024, 31 (04) : 1367 - 1377
  • [48] Multiphase and multiparameter MRI-based radiomics for prediction of tumor response to neoadjuvant therapy in locally advanced rectal cancer
    Hongyan Huang
    Lujun Han
    Jianbo Guo
    Yanyu Zhang
    Shiwei Lin
    Shengli Chen
    Xiaoshan Lin
    Caixue Cheng
    Zheng Guo
    Yingwei Qiu
    Radiation Oncology, 18
  • [49] Deep learning with biopsy whole slide images for pretreatment prediction of pathological complete response to neoadjuvant chemotherapy in breast cancer : A multicenter study
    Li, Bao
    Li, Fengling
    Liu, Zhenyu
    Xu, FangPing
    Ye, Guolin
    Li, Wei
    Zhang, Yimin
    Zhu, Teng
    Shao, Lizhi
    Chen, Chi
    Sun, Caixia
    Qiu, Bensheng
    Bu, Hong
    Wang, Kun
    Tian, Jie
    BREAST, 2022, 66 : 183 - 190
  • [50] MRI-based radiomics signature for identification of invisible basal cisterns changes in tuberculous meningitis: a preliminary multicenter study
    Ma, Qiong
    Yi, Yinqiao
    Liu, Tiejun
    Wen, Xinnian
    Shan, Fei
    Feng, Feng
    Yan, Qinqin
    Shen, Jie
    Yang, Guang
    Shi, Yuxin
    EUROPEAN RADIOLOGY, 2022, 32 (12) : 8659 - 8669