A quality-of-data aware mobile decision support system for patients with chronic illnesses

Nekane Larburu Rubio, B.W. van Schooten, Erez Shalom, L.S.N. Fung, Marten J. van Sinderen, Hermanus J. Hermens, Valerie M. Jones

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

3 Citations (Scopus)

Abstract

We present a mobile decision support system (mDSS) which runs on a patient Body Area Network consisting of a smartphone and a set of biosensors. Quality-of-Data (QoD) awareness in decision making is achieved by means of a component known as the Quality-of-Data Broker, which also runs on the smartphone. The QoD-aware mDSS collaborates with a more sophisticated decision support system running on a fixed back-end server in order to provide distributed decision support. This distributed decision support system has been implemented as part of a larger system developed during the European project MobiGuide. The MobiGuide system is a guideline-based Patient Guidance System designed to assist patients in the management of chronic illnesses. The system, including the QOD-aware mDSS, has been validated by clinicians and is being evaluated in patient pilots against two clinical guidelines.
Original languageUndefined
Title of host publicationKnowledge representation for health care
EditorsDavid Riano, Richard Lenz, Silvia Miksch, Mor Peleg, M.U. Reichert, Annette ten Teije
Place of PublicationSwitzerland
PublisherSpringer
Pages126-139
Number of pages14
ISBN (Print)978-3-319-26584-1
DOIs
Publication statusPublished - 2015

Publication series

NameLecture Notes in Artificial Intelligence
PublisherSpringer
Number1
Volume9485

Keywords

  • SCS-Services
  • healthcare process
  • Knowledge representation
  • EWI-26459
  • IR-98253
  • Computer-interpretable guidelines
  • Decision support
  • METIS-315034
  • Context-aware healthcare

Cite this

Larburu Rubio, N., van Schooten, B. W., Shalom, E., Fung, L. S. N., van Sinderen, M. J., Hermens, H. J., & Jones, V. M. (2015). A quality-of-data aware mobile decision support system for patients with chronic illnesses. In D. Riano, R. Lenz, S. Miksch, M. Peleg, M. U. Reichert, & A. ten Teije (Eds.), Knowledge representation for health care (pp. 126-139). (Lecture Notes in Artificial Intelligence; Vol. 9485, No. 1). Switzerland: Springer. https://doi.org/10.1007/978-3-319-26585-8_9
Larburu Rubio, Nekane ; van Schooten, B.W. ; Shalom, Erez ; Fung, L.S.N. ; van Sinderen, Marten J. ; Hermens, Hermanus J. ; Jones, Valerie M. / A quality-of-data aware mobile decision support system for patients with chronic illnesses. Knowledge representation for health care. editor / David Riano ; Richard Lenz ; Silvia Miksch ; Mor Peleg ; M.U. Reichert ; Annette ten Teije. Switzerland : Springer, 2015. pp. 126-139 (Lecture Notes in Artificial Intelligence; 1).
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Larburu Rubio, N, van Schooten, BW, Shalom, E, Fung, LSN, van Sinderen, MJ, Hermens, HJ & Jones, VM 2015, A quality-of-data aware mobile decision support system for patients with chronic illnesses. in D Riano, R Lenz, S Miksch, M Peleg, MU Reichert & A ten Teije (eds), Knowledge representation for health care. Lecture Notes in Artificial Intelligence, no. 1, vol. 9485, Springer, Switzerland, pp. 126-139. https://doi.org/10.1007/978-3-319-26585-8_9

A quality-of-data aware mobile decision support system for patients with chronic illnesses. / Larburu Rubio, Nekane; van Schooten, B.W.; Shalom, Erez; Fung, L.S.N.; van Sinderen, Marten J.; Hermens, Hermanus J.; Jones, Valerie M.

Knowledge representation for health care. ed. / David Riano; Richard Lenz; Silvia Miksch; Mor Peleg; M.U. Reichert; Annette ten Teije. Switzerland : Springer, 2015. p. 126-139 (Lecture Notes in Artificial Intelligence; Vol. 9485, No. 1).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

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AU - van Schooten, B.W.

AU - Shalom, Erez

AU - Fung, L.S.N.

AU - van Sinderen, Marten J.

AU - Hermens, Hermanus J.

AU - Jones, Valerie M.

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PY - 2015

Y1 - 2015

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AB - We present a mobile decision support system (mDSS) which runs on a patient Body Area Network consisting of a smartphone and a set of biosensors. Quality-of-Data (QoD) awareness in decision making is achieved by means of a component known as the Quality-of-Data Broker, which also runs on the smartphone. The QoD-aware mDSS collaborates with a more sophisticated decision support system running on a fixed back-end server in order to provide distributed decision support. This distributed decision support system has been implemented as part of a larger system developed during the European project MobiGuide. The MobiGuide system is a guideline-based Patient Guidance System designed to assist patients in the management of chronic illnesses. The system, including the QOD-aware mDSS, has been validated by clinicians and is being evaluated in patient pilots against two clinical guidelines.

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KW - healthcare process

KW - Knowledge representation

KW - EWI-26459

KW - IR-98253

KW - Computer-interpretable guidelines

KW - Decision support

KW - METIS-315034

KW - Context-aware healthcare

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M3 - Chapter

SN - 978-3-319-26584-1

T3 - Lecture Notes in Artificial Intelligence

SP - 126

EP - 139

BT - Knowledge representation for health care

A2 - Riano, David

A2 - Lenz, Richard

A2 - Miksch, Silvia

A2 - Peleg, Mor

A2 - Reichert, M.U.

A2 - ten Teije, Annette

PB - Springer

CY - Switzerland

ER -

Larburu Rubio N, van Schooten BW, Shalom E, Fung LSN, van Sinderen MJ, Hermens HJ et al. A quality-of-data aware mobile decision support system for patients with chronic illnesses. In Riano D, Lenz R, Miksch S, Peleg M, Reichert MU, ten Teije A, editors, Knowledge representation for health care. Switzerland: Springer. 2015. p. 126-139. (Lecture Notes in Artificial Intelligence; 1). https://doi.org/10.1007/978-3-319-26585-8_9