Visualising Time-evolving Semantic Biomedical Data

被引:1
|
作者
Pereira, Arnaldo [1 ]
Rafael Almeida, Joao [1 ,2 ]
Lopes, Rui Pedro [3 ]
Oliveira, Jose Luis [1 ]
机构
[1] Univ Aveiro, DETI IEETA, Aveiro, Portugal
[2] Univ A Coruna, Dept Informat & Commun Technol, La Coruna, Spain
[3] Polytech Inst Braganca, CeDRI, Braganca, Portugal
关键词
Biomedical Data; Temporal Data; Data Visualisation; Evidence-based Medicine; Ontology Evolution; ONTOLOGY; DESIGN;
D O I
10.1109/CBMS55023.2022.00053
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Today, medical studies enable a deeper understanding of health conditions, diseases and treatments, helping to improve medical care services. In observational studies, an adequate selection of datasets is important, to ensure the study's success and the quality of the results obtained. During the feasibility study phase, inclusion and exclusion criteria are defined, together with specific database characteristics to construct the cohort. However, it is not easy to compare database characteristics and their evolution over time during this selection. Data comparisons can be made using the data properties and aggregations, but the inclusion of temporal information becomes more complex due to the continuous evolution of concepts over time. In this paper, we propose two visualisation methods aiming for a better description of data evolution in clinical registers using biomedical standard vocabularies.
引用
收藏
页码:264 / 269
页数:6
相关论文
共 50 条
  • [41] Rare Category Detection on Time-Evolving Graphs
    Zhou, Dawei
    Wang, Kangyang
    Cao, Nan
    He, Jingrui
    2015 IEEE INTERNATIONAL CONFERENCE ON DATA MINING (ICDM), 2015, : 1135 - 1140
  • [42] Salience detection in time-evolving image sequences
    Celaya, E
    Jimenez, P
    DESIGN AND APPLICATION OF HYBRID INTELLIGENT SYSTEMS, 2003, 104 : 852 - 860
  • [43] Real-Time Diameter Monitoring for Time-Evolving Graphs
    Fujiwara, Yasuhiro
    Onizuka, Makoto
    Kitsuregawa, Masaru
    DATABASE SYSTEMS FOR ADVANCED APPLICATIONS, PT I, 2011, 6587 : 311 - +
  • [44] A Data Transmission Scheme Based on Time-Evolving Meeting Probability for Opportunistic Social Network
    Xiao, Fu
    Sun, Guoxia
    Xu, Jia
    Jiang, Lingyun
    Wang, Ruchuan
    INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2013,
  • [45] Wave Optics Simulator for Lasers in Time-Evolving Turbulence
    Badura, Greg
    Fernandez, Cody
    Stewart, John
    LASER RADAR TECHNOLOGY AND APPLICATIONS XXV, 2020, 11410
  • [46] Time-evolving statistics of cavitation damage on metallic surfaces
    Diodati, P
    Marchesoni, F
    ULTRASONICS SONOCHEMISTRY, 2002, 9 (06) : 325 - 329
  • [47] Time-Evolving Psychological Processes Over Repeated Decisions
    Gunawan, David
    Hawkins, Guy E.
    Kohn, Robert
    Tran, Minh-Ngoc
    Brown, Scott D.
    PSYCHOLOGICAL REVIEW, 2022, 129 (03) : 438 - 456
  • [48] Graph-Level Embedding for Time-Evolving Graphs
    Wang, Lili
    Huang, Chenghan
    Ma, Weicheng
    Cao, Xinyuan
    Vosoughi, Soroush
    COMPANION OF THE WORLD WIDE WEB CONFERENCE, WWW 2023, 2023, : 5 - 8
  • [49] Time-evolving Text Classification with Deep Neural Networks
    He, Yu
    Li, Jianxin
    Song, Yangqiu
    He, Mutian
    Peng, Hao
    PROCEEDINGS OF THE TWENTY-SEVENTH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2018, : 2241 - 2247
  • [50] Time-evolving rule-based knowledge bases
    Lorentzos, NA
    Yialouris, CP
    Sideridis, AB
    DATA & KNOWLEDGE ENGINEERING, 1999, 29 (03) : 313 - 335