EHR phenotyping via jointly embedding medical concepts and words into a unified vector space

被引：0
|
作者：
Tian Bai
Ashis Kumar Chanda
Brian L. Egleston
Slobodan Vucetic
机构：
[1] Department of Computer & Information Sciences,
[2] Temple University,undefined
[3] Fox Chase Cancer Center,undefined
[4] Temple University,undefined
来源：
BMC Medical Informatics and Decision Making | / 18卷
关键词：
Electronic health records; Distributed representation; Natural language processing; Healthcare;
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 7 条
  • [1] EHR phenotyping via jointly embedding medical concepts and words into a unified vector space
    Bai, Tian
    Chanda, Ashis Kumar
    Egleston, Brian L.
    Vucetic, Slobodan
    [J]. BMC MEDICAL INFORMATICS AND DECISION MAKING, 2018, 18
  • [2] Mirroring Vector Space Embedding for New Words
    Kim, Jihye
    Jeong, Ok-Ran
    [J]. IEEE ACCESS, 2021, 9 : 99954 - 99967
  • [3] Joint Learning of Representations of Medical Concepts and Words from EHR Data
    Bai, Tian
    Chanda, Ashis Kumar
    Egleston, Brian L.
    Vucetic, Slobodan
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE (BIBM), 2017, : 764 - 769
  • [4] Enriching Unsupervised User Embedding via Medical Concepts
    Huang, Xiaolei
    Dernoncourt, Franck
    Dredze, Mark
    [J]. CONFERENCE ON HEALTH, INFERENCE, AND LEARNING, VOL 174, 2022, 174 : 63 - 78
  • [5] Embedding Words in Non-Vector Space with Unsupervised Graph Learning
    Ryabinin, Max
    Popov, Sergei
    Prokhorenkova, Liudmila
    Voita, Elena
    [J]. PROCEEDINGS OF THE 2020 CONFERENCE ON EMPIRICAL METHODS IN NATURAL LANGUAGE PROCESSING (EMNLP), 2020, : 7317 - 7331
  • [6] Use of word and graph embedding to measure semantic relatedness between Unified Medical Language System concepts
    Mao, Yuqing
    Fung, Kin Wah
    [J]. JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, 2020, 27 (10) : 1538 - 1546
  • [7] Free-text medical document retrieval via phrase-based vector space model
    Mao, WL
    Chu, WW
    [J]. AMIA 2002 SYMPOSIUM, PROCEEDINGS: BIOMEDICAL INFORMATICS: ONE DISCIPLINE, 2002, : 489 - 493
1