Preventive Diagnostics for cardiovascular diseases based on probabilistic methods and description logic

Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

Authors

The prevalence and incidence of cost-intensive, cardiovascular diseases such as heart arrhythmia have increased con-tinuously in the past few years. According to the demographic change and the medical progress it must be assumed that further augmentations will follow. For this reason, the development of telemedical devices and systems has been pushed in order to combine a reliable diagnosis with the benefits of automation for the early detection of emergencies to prevent serious consequences by the application of anticoagulants for example. However, usual body attached sensor applications of the telemedicine have not been approved by the patients because they restrict them in their autonomy and often convey an impression of surveillance. This paper propounds a human-centered assistance system as an alternative and comple-ment to well established telemedical solutions. The architecture of the assistance system unifies probabilistic methods with techniques of description logic in order to gain knowledge of a higher level from the physical environmental data which is essential for the predictive situation recognition with coherent control procedures. With the focus on AF as one predisposing factor of cerebral insults in particular it is essential that most of the information is acquired through non-contact techniques in order to realize a non-stigmatizing assistance system which implements functionalities for the com-fort, the individual security and the safety of its user in consideration of their individual preferences.
Original languageEnglish
Title of host publicationProceedings of the 2010 IADIS European Conference on Data Mining 2010 at the IADIS Multi Conference on Computer Science and Information Systems 2010
Number of pages6
PublisherIADIS Press
Publication date2010
Pages95-100
ISBN (print)978-972-8939-23-6
ISBN (electronic) 978-972-8939-15-1
Publication statusPublished - 2010
EventIADIS European Conference on Data Mining - ECDM 2010 - Freiburg, Germany
Duration: 28.07.201030.07.2010
Conference number: 4
http://www.iadisportal.org/digital-library/iadis-european-conference-data-mining-dm
http://www.wikicfp.com/cfp/servlet/event.showcfp?eventid=9205&copyownerid=448

    Research areas

  • Informatics - Assistance systems, Atrial fibrillation, Contactless monitoring, Description-logic, Heart insufficiency, Probabilistic networks

Recently viewed

Publications

  1. Using heuristic worked examples to promote solving of reality‑based tasks in mathematics in lower secondary school
  2. Learning and Re-learning from net- based cooperative learning discourses
  3. An intersection test for the cointegrating rank in dependent panel data
  4. “Ideation is Fine, but Execution is Key”
  5. Dividing Apples and Pears: Towards a Taxonomy for Agile Transformation
  6. Crises at Work: Potentials for Change?
  7. Can a Revision of the Universal Service Scope Result in Substantive Change?
  8. Discourse pragmatics
  9. Short-arc measurement and fitting based on the bidirectional prediction of observed data
  10. Industrial applications using wavelet packets for gross error detection
  11. Trait-based approaches to analyze links between the drivers of change and ecosystem services
  12. Understanding Context Collapse for Social Media Users
  13. Understanding the modes of use and availability of critical metals-An expert-based scenario analysis for the case of indium
  14. Shepherds’ local knowledge and scientific data on the scavenging ecosystem service
  15. Using Long-Duration Static Stretch Training to Counteract Strength and Flexibility Deficits in Moderately Trained Participants
  16. A Computational Research System for the History of Science
  17. Extending Enterprise Architectures for Adopting the Internet of Things
  18. Digital teaching as an instrument for cross-location teaching networks in medical informatics
  19. Adaptive capacity and learning to learn as leverage for social-ecological resilience
  20. Model and Validation of the Electromagnetic Interference Produced by Power Transmission Lines in Robotic Systems
  21. Creep behavior of AE42 based hybrid composites
  22. Structure as Infrastructure: The Interrelation of Fiber and Construction
  23. Program for Better Riding
  24. Trust in scientists, risk perception, conspiratorial beliefs, and unrealistic optimism
  25. Gender, Space and Development: An Introduction to Concepts and Debates
  26. Development and validation of chemometrics-assisted spectrophotometry and liquid chromatography methods for the simultaneous determination of the active ingredients in two multicomponent mixtures containing chlorpheniramine maleate and phenylpropanolamine hydrochloride.
  27. Digital identity building:
  28. NFDI4DS Shared Tasks
  29. Disentangling who is who during rhizosphere acidification in root interactions: combining fluorescence with optode techniques
  30. Does ESG performance have an impact on financial performance?
  31. Implementing UNESCO's Convention on Cultural Diversity at the regional level
  32. Differences in psychological strategies of failed and operational business owners in the Fiji Islands
  33. Standing Still
  34. The unadaptable fellow
  35. Collaborative business in supply chains - a system dynamics approach
  36. Robust Control using Sliding Mode Approach for Ice-Clamping Device activated by Thermoelectric Coolers
  37. Landscape modification and habitat fragmentation: a synthesis