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Erschienen in: Journal of Digital Imaging 6/2016

08.03.2016

Constructing a Computer-Aided Differential Diagnosis Engine from Open-Source APIs

verfasst von: James J. Morrison, Jason M. Hostetter, Abhi Aggarwal, Ross W. Filice

Erschienen in: Journal of Imaging Informatics in Medicine | Ausgabe 6/2016

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Abstract

This paper describes the design and implementation of an application that parses and analyzes radiology report text to provide a radiologic differential diagnosis. The system was constructed using a combination of freely available web-based APIs and originally developed during the Society for Imaging Informatics in Medicine (SIIM) 2014 Hackathon. Continued development has refined and increased the accuracy of the algorithm. This project demonstrates the power and possibilities of combining existing technologies to solve unique problems as well as the stimulus of the hackathon setting to spur innovation.
Literatur
3.
6.
Zurück zum Zitat Whetzel PL, Noy NF, Shah NH, et al. BioPortal: enhanced functionality via new Web services from the National Center for Biomedical Ontology to access and use ontologies in software applications. Nucleic Acids Res. 2011 Jul;39(Web Server issue):W541-5. Epub 2011 Jun 14. Whetzel PL, Noy NF, Shah NH, et al. BioPortal: enhanced functionality via new Web services from the National Center for Biomedical Ontology to access and use ontologies in software applications. Nucleic Acids Res. 2011 Jul;39(Web Server issue):W541-5. Epub 2011 Jun 14.
Metadaten
Titel
Constructing a Computer-Aided Differential Diagnosis Engine from Open-Source APIs
verfasst von
James J. Morrison
Jason M. Hostetter
Abhi Aggarwal
Ross W. Filice
Publikationsdatum
08.03.2016
Verlag
Springer International Publishing
Erschienen in
Journal of Imaging Informatics in Medicine / Ausgabe 6/2016
Print ISSN: 2948-2925
Elektronische ISSN: 2948-2933
DOI
https://doi.org/10.1007/s10278-016-9874-0

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