ANALYSIS OF MULTIDIMENSIONAL MEDICAL DATA USING PICTOGRAPHICS "CHERNOFF FACES"

被引:0
|
作者
Osadchaya, I. A. [1 ]
Berestneva, O. G. [1 ]
Nemerov, Ye., V [2 ]
机构
[1] Natl Res Tomsk Polytech Univ, Tomsk, Russia
[2] Siberian State Med Univ, Tomsk, Russia
来源
BYULLETEN SIBIRSKOY MEDITSINY | 2014年 / 13卷 / 04期
关键词
cognitive graphics; visualization; pictographics; data analysis;
D O I
暂无
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
The use of graphics in research works not only increases the speed of information transmission and increases the level of its understanding, but also contributes to the development of such important for professionals in any industry qualities of intuition and creative thinking. Methods of cognitive graphics significantly extend the capabilities of specialists any field of knowledge to identify the most informative parameters when processing the extensive data base and solving specific problems; detect sometimes radically new facts, radically changing their views known. A separate direction of cognitive graphics forms in medicine. Visualization of the current state of the object and the characteristic features provide continuous control over the condition of groups of persons or individual. This work focuses on the identification of psychological and physiological characteristics of patients with various forms of bronchial asthma using the methods of visualization of multidimensional data. Thus, the object of study are the physiological data of patients with bronchial asthma. Subject of research are the methods of cognitive graphics, namely, the methods of information presentation in the form of graphic images. The aim of this work is to study the possibilities of applying the methods of cognitive graphics in the study of the physiological characteristics of patients with various forms of bronchial asthma. In the end, work has revealed a number of regularities for various forms of bronchial asthma using the methods of data visualization.
引用
收藏
页码:89 / 93
页数:5
相关论文
共 50 条
  • [31] A comparative user study of visualization techniques for cluster analysis of multidimensional data sets
    Ventocilla, Elio
    Riveiro, Maria
    INFORMATION VISUALIZATION, 2020, 19 (04) : 318 - 338
  • [32] PPoSOM: A Multidimensional Data Visualization Using Probabilistic Assignment Based on Polar SOM
    Xu, Yang
    Xu, Lu
    Chow, Tommy W. S.
    Fong, Anthony S. S.
    NEURAL INFORMATION PROCESSING, PT 1, PROCEEDINGS, 2009, 5863 : 212 - 220
  • [33] Nmrglue: an open source Python']Python package for the analysis of multidimensional NMR data
    Helmus, Jonathan J.
    Jaroniec, Christopher P.
    JOURNAL OF BIOMOLECULAR NMR, 2013, 55 (04) : 355 - 367
  • [34] AffectiveTDA: Using Topological Data Analysis to Improve Analysis and Explainability in Affective Computing
    Elhamdadi, Hamza
    Canavan, Shaun
    Rosen, Paul
    IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2022, 28 (01) : 769 - 779
  • [35] A bibliometric analysis and visualization of medical data mining research
    Hu, Yuanzhang
    Yu, Zeyun
    Chen, Xiaoen
    Luo, Yue
    Wen, Chuanbiao
    MEDICINE, 2020, 99 (22)
  • [36] MedVir: An Interactive Representation System of Multidimensional Medical Data Applied to Traumatic Brain Injury's Rehabilitation Prediction
    Gonzalez, Santiago
    Gracia, Antonio
    Herrero, Pilar
    Castellanos, Nazareth
    Paul, Nuria
    ROUGH SETS AND INTELLIGENT SYSTEMS PARADIGMS, RSEISP 2014, 2014, 8537 : 248 - 257
  • [37] A Bibliometric Analysis and Visualization of Medical Big Data Research
    Liao, Huchang
    Tang, Ming
    Luo, Li
    Li, Chunyang
    Chiclana, Francisco
    Zeng, Xiao-Jun
    SUSTAINABILITY, 2018, 10 (01)
  • [38] Scalable Visualization and Interactive Analysis using Massive Data Streams
    Pascucci, Valerio
    Bremer, Peer-Timo
    Gyulassy, Attila
    Scorzelli, Giorgio
    Christensen, Cameron
    Summa, Brian
    Kumar, Sidharth
    CLOUD COMPUTING AND BIG DATA, 2013, 23 : 212 - 230
  • [39] Visual exploration of data by using multidimensional scaling on multicore CPU, GPU, and MPI cluster
    Pawliczek, Piotr
    Dzwinel, Witold
    Yuen, David A.
    CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2014, 26 (03) : 662 - 682
  • [40] A Unified Approach to Data Analysis and Modeling of the Appearance of Materials for Computer Graphics and Multidimensional Reflectometry
    Langovoy, Mikhail
    TRANSACTIONS ON ENGINEERING TECHNOLOGIES, 2015, : 15 - 29