Developing Preliminary MRI-based Classifier for Perianal Fistulizing Crohn's Disease by Using Deep Convolutional Neural Networks

被引:0
|
作者
Zhang, H. [1 ]
Li, L. [2 ]
Deng, K. [2 ]
Li, W. [3 ]
Ren, D. [1 ]
机构
[1] Sun Yat Sen Univ, Affiliated Hosp 6, Dept Colorectal Surg, Guangzhou, Peoples R China
[2] Fuzhou Univ, Coll Phys & Informat Engn, Fuzhou, Peoples R China
[3] Sun Yat Sen Univ, Affiliated Hosp 6, Dept Radiol, Guangzhou, Peoples R China
来源
关键词
D O I
暂无
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
P337
引用
收藏
页码:474 / 475
页数:2
相关论文
共 50 条
  • [11] Optimized timing of using infliximab in perianal fistulizing Crohn's disease
    Sun, Xue-Liang
    Chen, Shi-Yi
    Tao, Shan-Shan
    Qiao, Li-Chao
    Chen, Hong-Jin
    Yang, Bo-Lin
    WORLD JOURNAL OF GASTROENTEROLOGY, 2020, 26 (14) : 1554 - 1563
  • [12] Optimized timing of using infliximab in perianal fistulizing Crohn's disease
    Xue-Liang Sun
    Shi-Yi Chen
    Shan-Shan Tao
    Li-Chao Qiao
    Hong-Jin Chen
    Bo-Lin Yang
    World Journal of Gastroenterology, 2020, 26 (14) : 1554 - 1563
  • [13] Development and validation of the MRI-based deep learning classifier for distinguishing perianal fi stulizing Crohn's disease from cryptoglandular fi stula: a multicenter cohort study
    Zhang, Heng
    Li, Wenru
    Chen, Tao
    Deng, Ke
    Yang, Bolin
    Luo, Jingen
    Yao, Jiaying
    Lin, Yuhuan
    Li, Juan
    Meng, Xiaochun
    Lin, Hongcheng
    Ren, Donglin
    Li, Lanlan
    ECLINICALMEDICINE, 2024, 78
  • [14] MRI-based synthetic CT generation using deep convolutional neural network
    Lei, Yang
    Wang, Tonghe
    Liu, Yingzi
    Higgins, Kristin
    Tian, Sibo
    Liu, Tian
    Mao, Hui
    Shim, Hyunsuk
    Curran, Walter J.
    Shu, Hui-Kuo
    Yang, Xiaofeng
    MEDICAL IMAGING 2019: IMAGE PROCESSING, 2019, 10949
  • [15] Testing the Robustness of Attribution Methods for Convolutional Neural Networks in MRI-Based Alzheimer's Disease Classification
    Eitel, Fabian
    Ritter, Kerstin
    INTERPRETABILITY OF MACHINE INTELLIGENCE IN MEDICAL IMAGE COMPUTING AND MULTIMODAL LEARNING FOR CLINICAL DECISION SUPPORT, 2020, 11797 : 3 - 11
  • [16] Effectiveness of Infliximab on Deep Radiological Remission in Chinese Patients with Perianal Fistulizing Crohn's Disease
    Zhu, Mingming
    Xu, Xitao
    Feng, Qi
    Cui, Zhe
    Wang, Tianrong
    Yan, Yunqi
    Ran, Zhihua
    DIGESTIVE DISEASES AND SCIENCES, 2021, 66 (05) : 1658 - 1668
  • [17] Effectiveness of Infliximab on Deep Radiological Remission in Chinese Patients with Perianal Fistulizing Crohn’s Disease
    Mingming Zhu
    Xitao Xu
    Qi Feng
    Zhe Cui
    Tianrong Wang
    Yunqi Yan
    Zhihua Ran
    Digestive Diseases and Sciences, 2021, 66 : 1658 - 1668
  • [18] Deep remission on magnetic resonance imaging impacts outcomes of perianal fistulizing Crohn's disease
    Chambaz, Marion
    Verdalle-Cazes, Mikael
    Desprez, Charlotte
    Thomassin, Lucie
    Charpentier, Cloe
    Grigioni, Sebastien
    Armengol-Debeir, Laura
    Bridoux, Valerie
    Savoye, Guillaume
    Savoye-Collet, Celine
    DIGESTIVE AND LIVER DISEASE, 2019, 51 (03) : 358 - 363
  • [19] Using magnetic resonance imaging to evaluate the effectiveness in perianal fistulizing Crohn's disease
    Yan, Xiaohan
    Feng, Qi
    Yan, Yunqi
    Zhu, Mingming
    Ran, Zhihua
    Shen, Jun
    JOURNAL OF GASTROENTEROLOGY AND HEPATOLOGY, 2018, 33 : 62 - 62
  • [20] Non-Fistulizing Perianal Crohn's Disease in a Population-Based Cohort
    Biroulet, Laurent Peyrin
    Loftus, Edward V.
    Harmsen, William S.
    Zinsmeister, Alan R.
    Sandborn, William J.
    GASTROENTEROLOGY, 2010, 138 (05) : S199 - S199