Temporal Encoded Deep Learning Radiomics Model for Preoperative Prediction of Microvascular Invasion in Hepatocellular Carcinoma

被引:0
|
作者
Jiahui Hu
Xi Deng
Yukai Pan
Yutao Wang
Wei Jin
机构
[1] Ningbo University,Faculty of Electrical Engineering and Computer Science
[2] Ningbo Clinical Pathology Diagnosis Center,undefined
[3] Ningbo Ninth Hospital,undefined
[4] The First Affiliated Hospital of Ningbo University,undefined
来源
Journal of Medical and Biological Engineering | 2023年 / 43卷
关键词
Hepatocellular carcinoma; Microvascular invasion; Temporal encoder; Deep learning; Radiomics;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:623 / 632
页数:9
相关论文
共 50 条
  • [1] Temporal Encoded Deep Learning Radiomics Model for Preoperative Prediction of Microvascular Invasion in Hepatocellular Carcinoma
    Hu, Jiahui
    Deng, Xi
    Pan, Yukai
    Wang, Yutao
    Jin, Wei
    JOURNAL OF MEDICAL AND BIOLOGICAL ENGINEERING, 2023, 43 (05) : 623 - 632
  • [2] A Radiomics Nomogram for Preoperative Prediction of Microvascular Invasion in Hepatocellular Carcinoma
    Yang, Li
    Gu, Dongsheng
    Wei, Jingwei
    Yang, Chun
    Rao, Shengxiang
    Wang, Wentao
    Chen, Caizhong
    Ding, Ying
    Tian, Jie
    Zeng, Mengsu
    LIVER CANCER, 2019, 8 (05) : 373 - 386
  • [3] Machine learning-based radiomics for preoperative prediction of microvascular invasion in hepatocellular carcinoma
    Xiong, L.
    Peng, Y.
    Li, Sh
    Tang, X.
    Zhou, J.
    Gong, L.
    INTERNATIONAL JOURNAL OF RADIATION RESEARCH, 2023, 21 (03): : 383 - 390
  • [4] A novel multimodal deep learning model for preoperative prediction of microvascular invasion and outcome in hepatocellular carcinoma
    Wang, Fang
    Chen, Qingqing
    Chen, Yinan
    Zhu, Yajing
    Zhang, Yuanyuan
    Cao, Dan
    Zhou, Wei
    Liang, Xiao
    Yang, Yunjun
    Lin, Lanfen
    Hu, Hongjie
    EJSO, 2023, 49 (01): : 156 - 164
  • [5] Preoperative identification of microvascular invasion in hepatocellular carcinoma by XGBoost and deep learning
    Jiang, Yi-Quan
    Cao, Su-E
    Cao, Shilei
    Chen, Jian-Ning
    Wang, Guo-Ying
    Shi, Wen-Qi
    Deng, Yi-Nan
    Cheng, Na
    Ma, Kai
    Zeng, Kai-Ning
    Yan, Xi-Jing
    Yang, Hao-Zhen
    Huan, Wen-Jing
    Tang, Wei-Min
    Zheng, Yefeng
    Shao, Chun-Kui
    Wang, Jin
    Yang, Yang
    Chen, Gui-Hua
    JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY, 2021, 147 (03) : 821 - 833
  • [6] Preoperative identification of microvascular invasion in hepatocellular carcinoma by XGBoost and deep learning
    Yi-Quan Jiang
    Su-E Cao
    Shilei Cao
    Jian-Ning Chen
    Guo-Ying Wang
    Wen-Qi Shi
    Yi-Nan Deng
    Na Cheng
    Kai Ma
    Kai-Ning Zeng
    Xi-Jing Yan
    Hao-Zhen Yang
    Wen-Jing Huan
    Wei-Min Tang
    Yefeng Zheng
    Chun-Kui Shao
    Jin Wang
    Yang Yang
    Gui-Hua Chen
    Journal of Cancer Research and Clinical Oncology, 2021, 147 : 821 - 833
  • [7] Prediction of microvascular invasion and pathological differentiation of hepatocellular carcinoma based on a deep learning model
    He, Xiaojuan
    Xu, Yang
    Zhou, Chaoyang
    Song, Rao
    Liu, Yangyang
    Zhang, Haiping
    Wang, Yudong
    Fan, Qianrui
    Wang, Dawei
    Chen, Weidao
    Wang, Jian
    Guo, Dajing
    EUROPEAN JOURNAL OF RADIOLOGY, 2024, 172
  • [8] Prediction of Microvascular Invasion of Hepatocellular Carcinoma Based on Preoperative Diffusion-Weighted MR Using Deep Learning
    Wang, Guangyi
    Jian, Wanwei
    Cen, Xiaoping
    Zhang, Lijuan
    Guo, Hui
    Liu, Zaiyi
    Liang, Changhong
    Zhou, Wu
    ACADEMIC RADIOLOGY, 2021, 28 : S118 - S127
  • [9] Preoperative Prediction of Microvascular Invasion in Hepatocellular Carcinoma via Multi-Parametric MRI Radiomics
    Zhang, Yang
    Shu, Zhenyu
    Ye, Qin
    Chen, Junfa
    Zhong, Jianguo
    Jiang, Hongyang
    Wu, Cuiyun
    Yu, Taihen
    Pang, Peipei
    Ma, Tianshi
    Lin, Chunmiao
    FRONTIERS IN ONCOLOGY, 2021, 11
  • [10] Preoperative Microvascular Invasion Prediction to Assist in Surgical Plan for Single Hepatocellular Carcinoma: Better Together with Radiomics
    Meng, Xiang-Pan
    Tang, Tian-Yu
    Ding, Zhi-Min
    Wang, Jitao
    Lu, Chun-Qiang
    Yu, Qian
    Xia, Cong
    Zhang, Tao
    Long, Xueying
    Xiao, Wenbo
    Wang, Yuan-Cheng
    Ju, Shenghong
    ANNALS OF SURGICAL ONCOLOGY, 2022, 29 (05) : 2960 - 2970