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An Intelligent Assistant for Physicians
Department of Electrical Engineering and Computer Technology, University of Patras.
Luleå University of Technology, Department of Computer Science, Electrical and Space Engineering, Signals and Systems.ORCID iD: 0000-0001-9701-4203
Ismion Inc.
Luleå University of Technology, Department of Computer Science, Electrical and Space Engineering, Signals and Systems.ORCID iD: 0000-0003-0126-1897
Number of Authors: 4
2016 (English)In: IEEE 38th Annual International Conference of the Engineering in Medicine and Biology Society (EMBC): Orlando, FL, USA, 16-20 Aug. 2016, Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), 2016, 2586-2589 p., 7591259Conference paper, Published paper (Refereed)
Abstract [en]

This paper presents a software tool developed for assisting physicians during an examination process. The tool consists of a number of modules with the aim to make the examination process not only quicker but also fault proof moving from a simple electronic medical records management system towards an intelligent assistant for the physician. The intelligent component exploits users inputs as well as well established standards to line up possible suggestions for filling in the examination report. As the physician continues using it, the tool keeps extracting new knowledge. The architecture of the tool is presented in brief while the intelligent component which builds upon the notion of multilabel learning is presented in more detail. Our preliminary results from a real test case indicate that the performance of the intelligent module can reach quite high performance without a large amount of data.

Place, publisher, year, edition, pages
Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), 2016. 2586-2589 p., 7591259
Series
I E E E Engineering in Medicine and Biology Society. Conference Proceedings, ISSN 1557-170X
Keyword [en]
Information technology - Automatic control
Keyword [sv]
Informationsteknik - Reglerteknik
National Category
Control Engineering
Research subject
Control Engineering
Identifiers
URN: urn:nbn:se:ltu:diva-39968DOI: 10.1109/EMBC.2016.7591259ISI: 000399823502232Scopus ID: 2-s2.0-85009152804Local ID: eebc5e2b-faef-4735-b14f-6a6c929b7056ISBN: 978-1-4577-0220-4 (electronic)OAI: oai:DiVA.org:ltu-39968DiVA: diva2:1013488
Conference
38th Annual International Conference on the IEEE Engineering in Medicine and Biology Society, Disney’s Contemporary Resort, Orlando, FL, August, 16-20, 2016
Available from: 2016-10-03 Created: 2016-10-03 Last updated: 2017-09-15Bibliographically approved

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