Clinical text classification with rule-based features and knowledge-guided convolutional neural networks

被引:0
|
作者
Liang Yao
Chengsheng Mao
Yuan Luo
机构
[1] Northwestern University,Department of Preventive Medicine, Feinberg School of Medicine
[2] Northwestern University,undefined
关键词
Clinical text classification; Obesity challenge; Convolutional neural networks; Word embeddings; Entity embeddings;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [21] CLASSIFICATION BASED ON MISSING FEATURES IN DEEP CONVOLUTIONAL NEURAL NETWORKS
    Milosevic, N.
    Rackovic, M.
    [J]. NEURAL NETWORK WORLD, 2019, 29 (04) : 221 - 234
  • [22] Rule-Based Spanish Multiple Question Reformulation and their Classification Using a Convolutional Neural Network
    Iturbe Herrera, Alberto
    Castro Sanchez, Noe Alejandro
    Mujica Vargas, Dante
    [J]. COMPUTACION Y SISTEMAS, 2021, 25 (01): : 249 - 265
  • [23] Term-Based Pooling in Convolutional Neural Networks for Text Classification
    Zeng, Shuifei
    Ma, Yan
    Zhang, Xiaoyan
    Du, Xiaofeng
    [J]. CHINA COMMUNICATIONS, 2020, 17 (04) : 109 - 124
  • [24] Term-Based Pooling in Convolutional Neural Networks for Text Classification
    Shuifei Zeng
    Yan Ma
    Xiaoyan Zhang
    Xiaofeng Du
    [J]. China Communications, 2020, 17 (04) : 109 - 124
  • [25] Text Classification Model Based on Document Matrix Convolutional Neural Networks
    Zhang, Xuemiao
    Qian, Weizhong
    Liu, Zhaoyi
    He, Xin
    [J]. PROCEEDINGS OF THE 2017 2ND INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND ARTIFICIAL INTELLIGENCE (CAAI 2017), 2017, 134 : 512 - 517
  • [26] KGGCN: Knowledge-Guided Graph Convolutional Networks for Distantly Supervised Relation Extraction
    Mao, Ningyi
    Huang, Wenti
    Zhong, Hai
    [J]. APPLIED SCIENCES-BASEL, 2021, 11 (16):
  • [27] Rule-based adversarial sample generation for text classification
    Zhou, Nai
    Yao, Nianmin
    Zhao, Jian
    Zhang, Yanan
    [J]. NEURAL COMPUTING & APPLICATIONS, 2022, 34 (13): : 10575 - 10586
  • [28] A Methodological Framework for Dictionary and Rule-based Text Classification
    Abel, Jennifer
    Lantow, Birger
    [J]. KDIR: PROCEEDINGS OF THE 11TH INTERNATIONAL JOINT CONFERENCE ON KNOWLEDGE DISCOVERY, KNOWLEDGE ENGINEERING AND KNOWLEDGE MANAGEMENT - VOL 1: KDIR, 2019, : 330 - 337
  • [29] Rule-based Text Extraction for Multimodal Knowledge Graph
    Norabid, Idza Aisara
    Fauzi, Fariza
    [J]. INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2022, 13 (05) : 295 - 304
  • [30] Rule-based adversarial sample generation for text classification
    Nai Zhou
    Nianmin Yao
    Jian Zhao
    Yanan Zhang
    [J]. Neural Computing and Applications, 2022, 34 : 10575 - 10586