• Login
    View Item 
    •   Eurographics DL Home
    • Eurographics Partner Events
    • EuroVA: International Workshop on Visual Analytics
    • EuroVA14
    • View Item
    •   Eurographics DL Home
    • Eurographics Partner Events
    • EuroVA: International Workshop on Visual Analytics
    • EuroVA14
    • View Item
    JavaScript is disabled for your browser. Some features of this site may not work without it.

    Supporting an Early Detection of Diabetic Neuropathy by Visual Analytics

    Thumbnail
    View/Open
    049-053.pdf (552.1Kb)
    Date
    2014
    Author
    Luboschik, Martin
    Röhlig, Martin
    Kundt, Günther
    Stachs, Oliver
    Peschel, Sabine
    Zhivov, Andrey
    Guthoff, Rudolf F.
    Winter, Karsten
    Schumann, Heidrun
    Pay-Per-View via TIB Hannover:

    Try if this item/paper is available.

    Metadata
    Show full item record
    Abstract
    In this paper, we describe a step-wise approach to utilize ophthalmic markers for detecting early diabetic neuropathy (DN), the most common long-term complication of diabetes mellitus. Our approach is based on the Visual Analytics Mantra: First, we statistically analyze the data to identify those variables that separate DN patients from a control group. Afterwards, we show the important separating variables individually, but also in the context of all variables regarding a pre-defined classification. By doing so, we support the understanding of the categorization in respect of the value distribution of variables. This allows for zooming, filtering and further analysis like deleting non-relevant variables that do not contribute to the definition of markers as well as deleting data records with false data values or false classifications. Finally, outliers are observed and investigated in detail. So, a third group of potential DN patients can be introduced. In this way, the detection of early DN can be effectively supported.
    BibTeX
    @inproceedings {10.2312:eurova.20141145,
    booktitle = {EuroVis Workshop on Visual Analytics},
    editor = {M. Pohl and J. Roberts},
    title = {{Supporting an Early Detection of Diabetic Neuropathy by Visual Analytics}},
    author = {Luboschik, Martin and Röhlig, Martin and Kundt, Günther and Stachs, Oliver and Peschel, Sabine and Zhivov, Andrey and Guthoff, Rudolf F. and Winter, Karsten and Schumann, Heidrun},
    year = {2014},
    publisher = {The Eurographics Association},
    ISBN = {978-3-905674-68-2},
    DOI = {10.2312/eurova.20141145}
    }
    URI
    http://dx.doi.org/10.2312/eurova.20141145
    Collections
    • EuroVA14

    Eurographics Association copyright © 2013 - 2022 
    Send Feedback | Contact - Imprint | Data Privacy Policy | Disable Google Analytics
    Theme by @mire NV
    System hosted at  Graz University of Technology.
    TUGFhA
     

     

    Browse

    All of Eurographics DLCommunities & CollectionsBy Issue DateAuthorsTitlesSubjectsThis CollectionBy Issue DateAuthorsTitlesSubjects

    My Account

    LoginRegister

    BibTeX | TOC

    Create BibTeX Create Table of Contents

    Eurographics Association copyright © 2013 - 2022 
    Send Feedback | Contact - Imprint | Data Privacy Policy | Disable Google Analytics
    Theme by @mire NV
    System hosted at  Graz University of Technology.
    TUGFhA