The Care2Report System: Automated Medical Reporting as an Integrated Solution to Reduce Administrative Burden in Healthcare

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dc.contributor.authorMaas, Lientje
dc.contributor.authorGeurtsen, Mathan
dc.contributor.authorNouwt, Florian
dc.contributor.authorSchouten, Stefan
dc.contributor.authorVan De Water, Robin
dc.contributor.authorVan Dulmen, Sandra
dc.contributor.authorDalpiaz, Fabiano
dc.contributor.authorVan Deemter, Kees
dc.contributor.authorBrinkkemper, Sjaak
dc.date.accessioned2020-01-04T07:54:18Z
dc.date.available2020-01-04T07:54:18Z
dc.date.issued2020-01-07
dc.description.abstractDocumenting patient medical information in the electronic medical record is a time-consuming task at the expense of direct patient care. We propose an integrated solution to automate the process of medical reporting. This vision is enabled through the integration of speech and action recognition technology with semantic interpretation based on knowledge graphs. This paper presents our dialogue summarization pipeline that transforms speech into a medical report via transcription and formal representation. We discuss the functional and technical architecture of our Care2Report system along with an initial system evaluation with data of real consultation sessions.
dc.format.extent10 pages
dc.identifier.doi10.24251/HICSS.2020.442
dc.identifier.isbn978-0-9981331-3-3
dc.identifier.urihttp://hdl.handle.net/10125/64184
dc.language.isoeng
dc.relation.ispartofProceedings of the 53rd Hawaii International Conference on System Sciences
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 International
dc.rights.urihttps://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectIT Architectures and Implementations in Healthcare Environments
dc.subjectautomated medical reporting
dc.subjectelectronic medical record
dc.subjecthealthcare workflow management
dc.subjectmedical knowledge representation
dc.subjectspeech and action recognition
dc.titleThe Care2Report System: Automated Medical Reporting as an Integrated Solution to Reduce Administrative Burden in Healthcare
dc.typeConference Paper
dc.type.dcmiText

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