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
  • [21] EFFICIENT MANAGEMENT OF TIME-EVOLVING DATABASES
    TSOTRAS, VJ
    GOPINATH, B
    HART, GW
    IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 1995, 7 (04) : 591 - 608
  • [22] Mobile Data Traffic Prediction by Exploiting Time-Evolving User Mobility Patterns
    Sun, Feiyang
    Wang, Pinghui
    Zhao, Junzhou
    Xu, Nuo
    Zeng, Juxiang
    Tao, Jing
    Song, Kaikai
    Deng, Chao
    Lui, John C. S.
    Guan, Xiaohong
    IEEE TRANSACTIONS ON MOBILE COMPUTING, 2022, 21 (12) : 4456 - 4470
  • [23] A time-evolving data structure scalable between discrete and continuous attribute modifications
    Danielsson, M
    Mülller, R
    COMPUTER SCIENCE IN PERSPECTIVE: ESSAYS DEDICATED TO THOMAS OTTMANN, 2003, 2598 : 98 - 114
  • [24] A time-evolving data structure scalable between discrete and continuous attribute modifications
    Danielsson, Martin
    Müller, Rainer
    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2003, 2598 : 98 - 114
  • [25] Time-Evolving Radiative Feedbacks in the Historical Period
    Salvi, Pietro
    Gregory, Jonathan M.
    Ceppi, Paulo
    JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2023, 128 (20)
  • [26] Localizing Anomalous Changes in Time-evolving Graphs
    Sricharan, Kumar
    Das, Kamalika
    SIGMOD'14: PROCEEDINGS OF THE 2014 ACM SIGMOD INTERNATIONAL CONFERENCE ON MANAGEMENT OF DATA, 2014, : 1347 - 1358
  • [27] STUDY OF TIME-EVOLVING HYDRODYNAMIC CEPHEID MODELS
    TAKEUTI, M
    ASTROPHYSICS AND SPACE SCIENCE, 1986, 119 (01) : 37 - 40
  • [28] Outlier Detection for Time-Evolving Complex Networks
    Zhang, Hong
    Hu, Changzhen
    Wang, Xiaojun
    PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON ELECTRICAL AND INFORMATION TECHNOLOGIES FOR RAIL TRANSPORTATION: TRANSPORTATION, 2016, 378 : 677 - 684
  • [29] A tutorial on time-evolving dynamical Bayesian inference
    Tomislav Stankovski
    Andrea Duggento
    Peter V. E. McClintock
    Aneta Stefanovska
    The European Physical Journal Special Topics, 2014, 223 : 2685 - 2703
  • [30] Holistic Prediction on a Time-Evolving Attributed Graph
    Yamasaki, Shohei
    Sasaki, Yuya
    Karras, Panagiotis
    Onizuka, Makoto
    PROCEEDINGS OF THE 61ST ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2023): LONG PAPERS, VOL 1, 2023, : 13676 - 13694