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

Björn-Helge Busch; Ralph Welge; Christian Weiss; M. Bette

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

Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

Standard

Preventive Diagnostics for cardiovascular diseases based on probabilistic methods and description logic. / Busch, Björn-Helge ; Welge, Ralph; Weiss, Christian et al.
Proceedings of the 2010 IADIS European Conference on Data Mining 2010 at the IADIS Multi Conference on Computer Science and Information Systems 2010. IADIS Press, 2010. p. 95-100 (Proc. of the IADIS Int. Conf. Intelligent Systems and Agents 2010, Proc. of the IADIS European Conference on Data Mining 2010, Part of the MCCSIS 2010).

Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

Harvard

Busch, B-H , Welge, R, Weiss, C & Bette, M 2010, Preventive Diagnostics for cardiovascular diseases based on probabilistic methods and description logic. in Proceedings of the 2010 IADIS European Conference on Data Mining 2010 at the IADIS Multi Conference on Computer Science and Information Systems 2010. Proc. of the IADIS Int. Conf. Intelligent Systems and Agents 2010, Proc. of the IADIS European Conference on Data Mining 2010, Part of the MCCSIS 2010, IADIS Press, pp. 95-100, IADIS European Conference on Data Mining - ECDM 2010 , Freiburg, Germany, 28.07.10.

APA

Busch, B.-H., Welge, R., Weiss, C., & Bette, M. (2010). Preventive Diagnostics for cardiovascular diseases based on probabilistic methods and description logic. In Proceedings of the 2010 IADIS European Conference on Data Mining 2010 at the IADIS Multi Conference on Computer Science and Information Systems 2010 (pp. 95-100). (Proc. of the IADIS Int. Conf. Intelligent Systems and Agents 2010, Proc. of the IADIS European Conference on Data Mining 2010, Part of the MCCSIS 2010). IADIS Press.

Vancouver

Busch BH , Welge R, Weiss C, Bette M. Preventive Diagnostics for cardiovascular diseases based on probabilistic methods and description logic. In Proceedings of the 2010 IADIS European Conference on Data Mining 2010 at the IADIS Multi Conference on Computer Science and Information Systems 2010. IADIS Press. 2010. p. 95-100. (Proc. of the IADIS Int. Conf. Intelligent Systems and Agents 2010, Proc. of the IADIS European Conference on Data Mining 2010, Part of the MCCSIS 2010).

Bibtex

@inbook{8d6a766db7374be49c06ee8655572de3,

title = "Preventive Diagnostics for cardiovascular diseases based on probabilistic methods and description logic",

abstract = "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.",

keywords = "Informatics, description-logic , probabilistic networks , atrial fibrillation , heart insufficiency , contactless monitoring , assistance systems, Assistance systems, Atrial fibrillation, Contactless monitoring, Description-logic, Heart insufficiency, Probabilistic networks",

author = "Bj{\"o}rn-Helge Busch and Ralph Welge and Christian Weiss and M. Bette",

year = "2010",

language = "English",

isbn = "978-972-8939-23-6",

series = "Proc. of the IADIS Int. Conf. Intelligent Systems and Agents 2010, Proc. of the IADIS European Conference on Data Mining 2010, Part of the MCCSIS 2010",

publisher = "IADIS Press",

pages = "95--100",

booktitle = "Proceedings of the 2010 IADIS European Conference on Data Mining 2010 at the IADIS Multi Conference on Computer Science and Information Systems 2010",

note = "IADIS European Conference on Data Mining - ECDM 2010 ; Conference date: 28-07-2010 Through 30-07-2010",

url = "http://www.iadisportal.org/digital-library/iadis-european-conference-data-mining-dm, http://www.wikicfp.com/cfp/servlet/event.showcfp?eventid=9205&copyownerid=448",

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RIS

TY - CHAP

T1 - Preventive Diagnostics for cardiovascular diseases based on probabilistic methods and description logic

AU - Busch, Björn-Helge

AU - Welge, Ralph

AU - Weiss, Christian

AU - Bette, M.

N1 - Conference code: 4

PY - 2010

Y1 - 2010

N2 - 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.

AB - 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.

KW - Informatics

KW - description-logic

KW - probabilistic networks

KW - atrial fibrillation

KW - heart insufficiency

KW - contactless monitoring

KW - assistance systems

KW - Assistance systems

KW - Atrial fibrillation

KW - Contactless monitoring

KW - Description-logic

KW - Heart insufficiency

KW - Probabilistic networks

UR - http://www.scopus.com/inward/record.url?scp=79955367198&partnerID=8YFLogxK

M3 - Article in conference proceedings

SN - 978-972-8939-23-6

T3 - Proc. of the IADIS Int. Conf. Intelligent Systems and Agents 2010, Proc. of the IADIS European Conference on Data Mining 2010, Part of the MCCSIS 2010

SP - 95

EP - 100

BT - Proceedings of the 2010 IADIS European Conference on Data Mining 2010 at the IADIS Multi Conference on Computer Science and Information Systems 2010

PB - IADIS Press

T2 - IADIS European Conference on Data Mining - ECDM 2010

Y2 - 28 July 2010 through 30 July 2010

ER -

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Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

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Research output: Books and anthologies › Collected editions and anthologies › Research