Constructing a Computer-Aided Differential Diagnosis Engine from Open-Source APIs.
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 Imagin...
| Publicado en: | Journal of Digital Imaging Vol. 29; no. 6; pp. 654 - 658 |
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| Autores principales: | , , , |
| Formato: | tables/charts Journal Article |
| Publicado: |
Springer Nature
Dec2016
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| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ccm&AN=119539193&site=ehost-live header: @attributes: shortDbName: ccm uiTerm: 119539193 longDbName: CINAHL Complete uiTag: AN controlInfo: bkinfo: dissinfo: jinfo: jid: 08971889 DOQ jtl: Journal of Digital Imaging issn: 08971889 maglogo: N pubinfo: dt: Dec2016 vid: 29 iid: 6 pid: 237 pub: Springer Nature place: New York, New York artinfo: ui: 119539193 119539193 119539193 10.1007/s10278-016-9874-0 119539193 ppf: 654 ppct: 4 formats: fmt: @attributes: type: P tig: atl: Constructing a Computer-Aided Differential Diagnosis Engine from Open-Source APIs. aug: au: Morrison, James Hostetter, Jason Aggarwal, Abhi Filice, Ross affil: Dotter Interventional Institute , Oregon Health and Science University , 3181 SW Sam Jackson Park Rd Portland 97239 USA sug: subj: Diagnosis, Differential Radiography Diagnosis, Computer Assisted Systems Design Human Tomography, X-Ray Computed Programming Languages Natural Language Processing ab: 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. pubtype: Academic Journal doctype: tables/charts Journal Article ougenre: Article language: English refInfo: holdings: @attributes: islocal: N |
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