Contextual embedding bootstrapped neural network for medical information extraction of coronary artery disease records

被引：0
|
作者：
Xingxing Cen
Junyi Yuan
Changqing Pan
Qinhua Tang
Qunsheng Ma
机构：
[1] Shanghai Jiaotong University,Shanghai Chest Hospital
来源：
Medical & Biological Engineering & Computing | 2021年 / 59卷
关键词：
Contextual embedding; Neural network; Electronic medical record; Coronary heart disease; Term classification;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：1111 / 1121
页数：10
相关论文
共 50 条
  • [1] Contextual embedding bootstrapped neural network for medical information extraction of coronary artery disease records
    Cen, Xingxing
    Yuan, Junyi
    Pan, Changqing
    Tang, Qinhua
    Ma, Qunsheng
    MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 2021, 59 (05) : 1111 - 1121
  • [2] Graph Neural Network contextual embedding for Deep Learning on tabular data
    Villaizan-Vallelado, Mario
    Salvatori, Matteo
    Carro, Belen
    Sanchez-Esguevillas, Antonio Javier
    NEURAL NETWORKS, 2024, 173
  • [3] A comparison of attentional neural network architectures for modeling with electronic medical records
    Finch, Anthony
    Crowell, Alexander
    Chang, Yung-Chieh
    Parameshwarappa, Pooja
    Martinez, Jose
    Horberg, Michael
    JAMIA OPEN, 2021, 4 (03)
  • [4] Discriminative Neural Network for Coronary Heart Disease Detection
    Gu, Xiaoqing
    Jiang, Yizhang
    Ni, Tongguang
    JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS, 2020, 10 (02) : 463 - 468
  • [5] Construction of cardiovascular information extraction corpus based on electronic medical records
    Chang, Hongyang
    Zan, Hongying
    Zhang, Shuai
    Zhao, Bingfei
    Zhang, Kunli
    MATHEMATICAL BIOSCIENCES AND ENGINEERING, 2023, 20 (07) : 13379 - 13397
  • [6] Neural network and fuzzy clustering approach for automatic diagnosis of coronary artery disease in nuclear medicine
    Bagher-Ebadian, H
    Soltanian-Zadeh, H
    Setayeshi, S
    Smith, ST
    IEEE TRANSACTIONS ON NUCLEAR SCIENCE, 2004, 51 (01) : 184 - 192
  • [7] A contextual-based hopfield neural network for medical image edge detection
    Chang, CY
    2004 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXP (ICME), VOLS 1-3, 2004, : 1011 - 1014
  • [8] Gender-based time discrepancy in diagnosis of coronary artery disease based on data analytics of electronic medical records
    Panahiazar, Maryam
    Bishara, Andrew M.
    Chern, Yorick
    Alizadehsani, Roohallah
    Islam, Sheikh M. Shariful
    Hadley, Dexter
    Arnaout, Rima
    Beygui, Ramin E.
    FRONTIERS IN CARDIOVASCULAR MEDICINE, 2022, 9
  • [9] Application of four-layer neural network on information extraction
    Han, M
    Cheng, L
    Meng, H
    PROCEEDINGS OF THE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS 2003, VOLS 1-4, 2003, : 2146 - 2151
  • [10] Application of four-layer neural network on information extraction
    Han, M
    Cheng, L
    Meng, H
    NEURAL NETWORKS, 2003, 16 (5-6) : 547 - 553
12345