The radiomic-clinical model using the SHAP method for assessing the treatment response of whole-brain radiotherapy: a multicentric study

被引:0
|
作者
Yixin Wang
Jinwei Lang
Joey Zhaoyu Zuo
Yaqin Dong
Zongtao Hu
Xiuli Xu
Yongkang Zhang
Qinjie Wang
Lizhuang Yang
Stephen T. C. Wong
Hongzhi Wang
Hai Li
机构
[1] Anhui Province Key Laboratory of Medical Physics and Technology,Department of Oncology, Hefei Cancer Hospital
[2] Institute of Health and Medical Technology,Department of Radiation Oncology
[3] Hefei Institutes of Physical Science,Department of Systems Medicine and Bioengineering
[4] Chinese Academy of Sciences,undefined
[5] University of Science and Technology of China,undefined
[6] Chinese Academy of Sciences,undefined
[7] The First Affiliated Hospital of Anhui Medical University,undefined
[8] Houston Methodist Cancer Center,undefined
[9] Weill Cornell Medical College,undefined
来源
European Radiology | 2022年 / 32卷
关键词
Magnetic resonance imaging; Neoplasm metastasis; Machine learning; Radiotherapy; Game theory;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:8737 / 8747
页数:10
相关论文
共 33 条
  • [1] The radiomic-clinical model using the SHAP method for assessing the treatment response of whole-brain radiotherapy: a multicentric study
    Wang, Yixin
    Lang, Jinwei
    Zuo, Joey Zhaoyu
    Dong, Yaqin
    Hu, Zongtao
    Xu, Xiuli
    Zhang, Yongkang
    Wang, Qinjie
    Yang, Lizhuang
    Wong, Stephen T. C.
    Wang, Hongzhi
    Li, Hai
    EUROPEAN RADIOLOGY, 2022, 32 (12) : 8737 - 8747
  • [2] Pilot study: radiomic analysis for predicting treatment response to whole-brain radiotherapy combined temozolomide in lung cancer brain metastases
    Sun, Yichu
    Liang, Fei
    Yang, Jing
    Liu, Yong
    Shen, Ziqiang
    Zhou, Chong
    Xia, Youyou
    FRONTIERS IN ONCOLOGY, 2024, 14
  • [3] Clinical implementation of automated treatment planning for whole-brain radiotherapy
    Han, Eun Young
    Cardenas, Carlos E.
    Nguyen, Callistus
    Hancock, Donald
    Xiao, Yao
    Mumme, Raymond
    Court, Laurence E.
    Rhee, Dong Joo
    Netherton, Tucker J.
    Li, Jing
    Yeboa, Debra Nana
    Wang, Chenyang
    Briere, Tina M.
    Balter, Peter
    Martel, Mary K.
    Wen, Zhifei
    JOURNAL OF APPLIED CLINICAL MEDICAL PHYSICS, 2021, 22 (09): : 94 - 102
  • [4] Assessing Treatment Response of Glioblastoma to an HDAC Inhibitor Using Whole-Brain Spectroscopic MRI
    Gurbani, Saumya S.
    Yoon, Younghyoun
    Weinberg, Brent D.
    Salgado, Eric
    Press, Robert H.
    Cordova, J. Scott
    Ramesh, Karthik K.
    Liang, Zhongxing
    Vega, Jose Velazquez
    Voloschin, Alfredo
    Olson, Jeffrey J.
    Schreibmann, Eduard
    Shim, Hyunsuk
    Shu, Hui-Kuo G.
    TOMOGRAPHY, 2019, 5 (01) : 53 - 60
  • [5] Breast cancer subtypes and response to systemic treatment after whole-brain radiotherapy in patients with brain metastases
    Niwinska, A.
    Murawska, M.
    Pogoda, K.
    JOURNAL OF CLINICAL ONCOLOGY, 2010, 28 (15)
  • [6] Breast Cancer Subtypes and Response to Systemic Treatment After Whole-Brain Radiotherapy in Patients With Brain Metastases
    Niwinska, Anna
    Murawska, Magdalena
    Pogoda, Katarzyna
    CANCER, 2010, 116 (18) : 4238 - 4247
  • [7] Phase II Clinical Study: Whole-Brain Radiotherapy Plus Sequential or Simultaneous Integrated Boost for the Treatment of Brain Metastases in NSCLC
    Ma, Dai Yuan
    He, Yu
    Ren, Wen Xia
    Ma, Dai Yuan
    JOURNAL OF THORACIC ONCOLOGY, 2023, 18 (03) : S24 - S25
  • [8] Improving on whole-brain radiotherapy in patients with large brain metastases: A planning study to support the AROMA clinical trial
    Chen, Jiarong
    Sinclair, Georges
    Rozati, Hamoun
    Hill, Laurence
    Pakzad-Shahabi, Lillie
    Wang, James
    Le Calvez, Kerlann
    Paddick, Ian
    Williams, Matt
    RADIOTHERAPY AND ONCOLOGY, 2022, 170 : 176 - 183
  • [9] Whole-brain radiotherapy with or without efaproxiral for the treatment of brain metastases: Determinants of response and its prognostic value for subsequent survival
    Stea, B
    Suh, JH
    Boyd, AP
    Cagnoni, PJ
    Shaw, E
    INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2006, 64 (04): : 1023 - 1030
  • [10] A practical clinical method to quantify language lateralization in fMRI using whole-brain analysis
    Jones, Stephen E.
    Mahmoud, Shamseldeen Y.
    Phillips, Micheal D.
    NEUROIMAGE, 2011, 54 (04) : 2937 - 2949