Transfer learning radiomics based on multimodal ultrasound imaging for staging liver fibrosis

被引：0
|
作者：
Li-Yun Xue
Zhuo-Yun Jiang
Tian-Tian Fu
Qing-Min Wang
Yu-Li Zhu
Meng Dai
Wen-Ping Wang
Jin-Hua Yu
Hong Ding
机构：
[1] Zhongshan Hospital,Department of Ultrasound
[2] Fudan University,Department of Electronic Engineering
[3] Fudan University,undefined
[4] Shanghai Institute of Medical Imaging,undefined
来源：
European Radiology | 2020年 / 30卷
关键词：
Liver cirrhosis; Deep learning; Elasticity imaging techniques; Hepatitis B;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：2973 / 2983
页数：10
相关论文
共 50 条
  • [41] Radiomics analysis of contrast-enhanced CT for staging liver fibrosis: an update for image biomarker
    Jincheng Wang
    Shengnan Tang
    Yingfan Mao
    Jin Wu
    Shanshan Xu
    Qi Yue
    Jun Chen
    Jian He
    Yin Yin
    Hepatology International, 2022, 16 : 627 - 639
  • [42] COMPARISON OF ENDOSCOPIC ULTRASOUND IMAGING WITH LIVER BIOPSY FOR DIAGNOSIS AND STAGING OF FATTY LIVER
    Agnihotri, Abhishek
    Nsubuga, John Paul
    Cruz-Romero, Cinthia
    Bilal, Mohammad
    Singh, Shailendra
    Bonder, Alan
    Malvar, Grace
    Shenoy-Bhangle, Anuradha
    Miller, Corey S.
    Kumar, Manoj
    Chan, Brian P.
    Cohen, Jonah
    Berzin, Tyler M.
    Pleskow, Douglas K.
    Sawhney, Mandeep
    GASTROINTESTINAL ENDOSCOPY, 2020, 91 (06) : AB332 - AB332
  • [43] A Transfer Learning Approach Based on Ultrasound Images for Liver Cancer Detection
    Elbashir, Murtada K.
    Mahmoud, Alshimaa
    Mostafa, Ayman Mohamed
    Hamouda, Eslam
    Alruily, Meshrif
    Alotaibi, Sadeem M.
    Shabana, Hosameldeen
    Ezz, Mohamed
    CMC-COMPUTERS MATERIALS & CONTINUA, 2023, 75 (03): : 5105 - 5121
  • [44] The progress of multimodal imaging combination and subregion based radiomics research of cancers
    Zhang, Luyuan
    Wang, Yumin
    Peng, Zhouying
    Weng, Yuxiang
    Fang, Zebin
    Xiao, Feng
    Zhang, Chao
    Fan, Zuoxu
    Huang, Kaiyuan
    Zhu, Yu
    Jiang, Weihong
    Shen, Jian
    Zhan, Renya
    INTERNATIONAL JOURNAL OF BIOLOGICAL SCIENCES, 2022, 18 (08): : 3458 - 3469
  • [45] Identification of tophi in ultrasound imaging based on transfer learning and clinical practice
    Lin, Tzu-Min
    Lee, Hsiang-Yen
    Chang, Ching-Kuei
    Lin, Ke-Hung
    Chang, Chi-Ching
    Wu, Bing-Fei
    Peng, Syu-Jyun
    SCIENTIFIC REPORTS, 2023, 13 (01)
  • [46] Identification of tophi in ultrasound imaging based on transfer learning and clinical practice
    Tzu-Min Lin
    Hsiang-Yen Lee
    Ching-Kuei Chang
    Ke-Hung Lin
    Chi-Ching Chang
    Bing-Fei Wu
    Syu-Jyun Peng
    Scientific Reports, 13
  • [47] Acoustic radiation force imaging sonoelastography for noninvasive staging of liver fibrosis
    Fierbinteanu-Braticevici, Carmen
    Andronescu, Dan
    Usvat, Radu
    Cretoiu, Dragos
    Baicus, Cristian
    Marinoschi, Gabriela
    WORLD JOURNAL OF GASTROENTEROLOGY, 2009, 15 (44) : 5525 - 5532
  • [48] Staging liver fibrosis with DWI: is there an added value for diffusion kurtosis imaging?
    Yang, Li
    Rao, Shengxiang
    Wang, Wentao
    Chen, Caizhong
    Ding, Ying
    Yang, Chun
    Grimm, Robert
    Yan, Xu
    Fu, Caixia
    Zeng, Mengsu
    EUROPEAN RADIOLOGY, 2018, 28 (07) : 3041 - 3049
  • [49] Liver fibrosis staging by deep learning: a visual-based explanation of diagnostic decisions of the model
    Yin, Yunchao
    Yakar, Derya
    Dierckx, Rudi A. J. O.
    Mouridsen, Kim B.
    Kwee, Thomas C.
    de Haas, Robbert J.
    EUROPEAN RADIOLOGY, 2021, 31 (12) : 9620 - 9627
  • [50] Liver fibrosis staging by deep learning: a visual-based explanation of diagnostic decisions of the model
    Yunchao Yin
    Derya Yakar
    Rudi A. J. O. Dierckx
    Kim B. Mouridsen
    Thomas C. Kwee
    Robbert J. de Haas
    European Radiology, 2021, 31 : 9620 - 9627
12345