Dataset Open Access

Introducing Attribute Association Graphs to Facilitate Medical Data Exploration: Development and Evaluation Using Epidemiological Study Data

Louis Bellmann; Alexander Johannes Wiederhold; Leona Trübe; Raphael Twerenbold; Frank Ückert; Karl Gottfried

DataCite XML Export

<?xml version='1.0' encoding='utf-8'?>
<resource xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns="http://datacite.org/schema/kernel-3" xsi:schemaLocation="http://datacite.org/schema/kernel-3 http://schema.datacite.org/meta/kernel-3/metadata.xsd">
  <identifier identifierType="DOI">10.25592/uhhfdm.13421</identifier>
  <creators>
    <creator>
      <creatorName>Louis Bellmann</creatorName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-7920-1889</nameIdentifier>
      <affiliation>University Medical Center Hamburg-Eppendorf, Institute for Applied Medical Informatics, Christoph-Probst-Weg 1, 20251 Hamburg, Germany</affiliation>
    </creator>
    <creator>
      <creatorName>Alexander Johannes Wiederhold</creatorName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0009-0005-1987-9427</nameIdentifier>
      <affiliation>University Medical Center Hamburg-Eppendorf, Institute for Applied Medical Informatics, Christoph-Probst-Weg 1, 20251 Hamburg, Germany</affiliation>
    </creator>
    <creator>
      <creatorName>Leona Trübe</creatorName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0009-0005-3845-1434</nameIdentifier>
      <affiliation>University Medical Center Hamburg-Eppendorf, Institute for Applied Medical Informatics, Christoph-Probst-Weg 1, 20251 Hamburg, Germany</affiliation>
    </creator>
    <creator>
      <creatorName>Raphael Twerenbold</creatorName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0003-3814-6542</nameIdentifier>
      <affiliation>University Medical Center Hamburg-Eppendorf, University Heart &amp; Vascular Center Hamburg, Hamburg, Germany</affiliation>
    </creator>
    <creator>
      <creatorName>Frank Ückert</creatorName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0001-8362-5636</nameIdentifier>
      <affiliation>University Medical Center Hamburg-Eppendorf, Institute for Applied Medical Informatics, Christoph-Probst-Weg 1, 20251 Hamburg, Germany</affiliation>
    </creator>
    <creator>
      <creatorName>Karl Gottfried</creatorName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-2100-3409</nameIdentifier>
      <affiliation>University Medical Center Hamburg-Eppendorf, Institute for Applied Medical Informatics, Christoph-Probst-Weg 1, 20251 Hamburg, Germany</affiliation>
    </creator>
  </creators>
  <titles>
    <title>Introducing Attribute Association Graphs to Facilitate Medical Data Exploration: Development and Evaluation Using Epidemiological Study Data</title>
  </titles>
  <publisher>Universität Hamburg</publisher>
  <publicationYear>2023</publicationYear>
  <subjects>
    <subject>Data Exploration</subject>
    <subject>Cohort Studies</subject>
    <subject>Data Visualization</subject>
    <subject>Big Data</subject>
  </subjects>
  <dates>
    <date dateType="Issued">2023-06-12</date>
  </dates>
  <language>en</language>
  <resourceType resourceTypeGeneral="Dataset"/>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://www.fdr.uni-hamburg.de/record/13421</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsPartOf">10.25592/uhhfdm.11942</relatedIdentifier>
  </relatedIdentifiers>
  <version>1.0.1</version>
  <rightsList>
    <rights rightsURI="https://creativecommons.org/licenses/by/4.0/legalcode">Creative Commons Attribution 4.0 International</rights>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">&lt;p&gt;This dataset capures statistical analysis of the HCHS cohort study using an attribute association graph and dashboard. This graph structure considers and visualizes subject attributes, their association with disease and control cohorts, and conditional relationships between attributes. Properties of 10,000 participants were analyzed for their association with cardiovascular disease. The data is presented in the form of Neo4J database dumps and can be installed and explored following the given user guide.&lt;/p&gt;</description>
  </descriptions>
</resource>
Publication date:
June 12, 2023
DOI:
10.25592/uhhfdm.13421

DOI Badge

Markdown 

[![DOI](https://www.fdr.uni-hamburg.de/badge/DOI/10.25592/uhhfdm.13421.svg)](https://doi.org/10.25592/uhhfdm.13421)

reStructedText 

.. image:: https://www.fdr.uni-hamburg.de/badge/DOI/10.25592/uhhfdm.13421.svg
   :target: https://doi.org/10.25592/uhhfdm.13421

HTML 

<a href="https://doi.org/10.25592/uhhfdm.13421"><img src="https://www.fdr.uni-hamburg.de/badge/DOI/10.25592/uhhfdm.13421.svg" alt="DOI"></a>

Image URL 

https://www.fdr.uni-hamburg.de/badge/DOI/10.25592/uhhfdm.13421.svg

Target URL 

https://doi.org/10.25592/uhhfdm.13421

Keyword(s):
Data Exploration Cohort Studies Data Visualization Big Data
Communities:
License (for files):
Creative Commons Attribution 4.0 International

Versions

Version 1.0.1 10.25592/uhhfdm.13421 Jun 12, 2023
Version 1.0.1 10.25592/uhhfdm.12545 Jun 12, 2023
Version 1.0.0 10.25592/uhhfdm.12136 May 4, 2023
Version 0.9.0 10.25592/uhhfdm.11943 Mar 30, 2023
Cite all versions? You can cite all versions by using the DOI 10.25592/uhhfdm.11942. This DOI represents all versions, and will always resolve to the latest one.

Cite record as

Export