Automatic Classification with Unbalanced Data for Electronic Medical Records

被引:0
|
作者
Zhang, Yunqiu [1 ]
Li, Bocheng [1 ]
Chen, Yan [2 ]
机构
[1] College of Public Health, Jilin University, Changchun,130021, China
[2] Shenzhen Health Development Research and Data Management Center, Shenzhen,518028, China
来源
Data Analysis and Knowledge Discovery | 2022年 / 6卷 / 2-3期
关键词
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:233 / 241
相关论文
共 50 条
  • [41] Automatic Annotation of Medical Records
    Antolik, Jan
    [J]. CONNECTING MEDICAL INFORMATICS AND BIO-INFORMATICS, 2005, 116 : 817 - 822
  • [42] Research on Text Data Mining of Hospital Patient Records Within Electronic Medical Records
    Kushima, Muneo
    Araki, Kenji
    Suzuki, Muneou
    Yamazaki, Tomoyoshi
    Sonehara, Noboru
    [J]. 2014 JOINT 7TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING AND INTELLIGENT SYSTEMS (SCIS) AND 15TH INTERNATIONAL SYMPOSIUM ON ADVANCED INTELLIGENT SYSTEMS (ISIS), 2014, : 1500 - 1505
  • [43] Natural language processing and machine learning to enable automatic extraction and classification of patients' smoking status from electronic medical records
    Caccamisi, Andrea
    Jorgensen, Leif
    Dalianis, Hercules
    Rosenlund, Mats
    [J]. UPSALA JOURNAL OF MEDICAL SCIENCES, 2020, 125 (04) : 316 - 324
  • [44] Medical narratives in electronic medical records
    Tange, HJ
    Hasman, A
    Robbe, PFD
    Schouten, HC
    [J]. INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 1997, 46 (01) : 7 - 29
  • [45] Classification Analysis for Unbalanced Data
    Kim, Dongah
    Kang, Suyeon
    Song, Jongwoo
    [J]. KOREAN JOURNAL OF APPLIED STATISTICS, 2015, 28 (03) : 495 - 509
  • [46] Optimization of Electronic Medical Records for Data Mining Using a Common Data Model
    Kwong, Manlik
    Gardner, Heather L.
    Dieterle, Neil
    Rentko, Virginia
    [J]. TOPICS IN COMPANION ANIMAL MEDICINE, 2019, 37
  • [47] Adopting electronic medical records Are they just electronic paper records?
    Price, Morgan
    Singer, Alex
    Kim, Julie
    [J]. CANADIAN FAMILY PHYSICIAN, 2013, 59 (07) : E322 - E329
  • [48] Perspectives on electronic medical records adoption: electronic medical records (EMR) in outcomes research
    Belletti, Dan
    Zacker, Christopher
    Mullins, C. Daniel
    [J]. PATIENT-RELATED OUTCOME MEASURES, 2010, 1 : 29 - 37
  • [49] Evaluation of Active Learning Techniques on Medical Image Classification with Unbalanced Data Distributions
    Chong, Quok Zong
    Knottenbelt, William J.
    Bhatia, Kanwal K.
    [J]. DEEP GENERATIVE MODELS, AND DATA AUGMENTATION, LABELLING, AND IMPERFECTIONS, 2021, 13003 : 235 - 242
  • [50] Research on Textual Classification of Medical History in Electronic Patient Records based on LSTM
    Zhuo, Yirong
    Wu, Haimei
    Cao, Dong
    Ye, Hui
    [J]. 2019 INTERNATIONAL CONFERENCE ON IMAGE AND VIDEO PROCESSING, AND ARTIFICIAL INTELLIGENCE, 2019, 11321