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An Intelligent Assistant for Physicians
Department of Electrical Engineering and Computer Technology, University of Patras.
Luleå tekniska universitet, Institutionen för system- och rymdteknik, Signaler och system.ORCID-id: 0000-0001-9701-4203
Ismion Inc.
Luleå tekniska universitet, Institutionen för system- och rymdteknik, Signaler och system.ORCID-id: 0000-0003-0126-1897
Antal upphovsmän: 42016 (Engelska)Ingår i: 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, s. 2586-2589, artikel-id 7591259Konferensbidrag, Publicerat paper (Refereegranskat)
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.

Ort, förlag, år, upplaga, sidor
Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), 2016. s. 2586-2589, artikel-id 7591259
Serie
I E E E Engineering in Medicine and Biology Society. Conference Proceedings, ISSN 1557-170X
Nyckelord [en]
Information technology - Automatic control
Nyckelord [sv]
Informationsteknik - Reglerteknik
Nationell ämneskategori
Reglerteknik
Forskningsämne
Reglerteknik
Identifikatorer
URN: urn:nbn:se:ltu:diva-39968DOI: 10.1109/EMBC.2016.7591259ISI: 000399823502232Scopus ID: 2-s2.0-85009152804Lokalt ID: eebc5e2b-faef-4735-b14f-6a6c929b7056ISBN: 978-1-4577-0220-4 (digital)OAI: oai:DiVA.org:ltu-39968DiVA, id: diva2:1013488
Konferens
38th Annual International Conference on the IEEE Engineering in Medicine and Biology Society, Disney’s Contemporary Resort, Orlando, FL, August, 16-20, 2016
Tillgänglig från: 2016-10-03 Skapad: 2016-10-03 Senast uppdaterad: 2017-11-25Bibliografiskt granskad

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Georgoulas, GeorgiosNikolakopoulos, George

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