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Restoring the intended structure of Hungarian ophthalmology documents

  • Metaadatok
Tartalom: http://real.mtak.hu/34399/
Archívum: MTA Könyvtár
Gyűjtemény: Status = Published


Type = Book Section
Cím:
Restoring the intended structure of Hungarian ophthalmology documents
Létrehozó:
Siklósi, Borbála
Novák, Attila
Közreműködő:
Bretonnel Cohen, Kevin
Demner-Fushman, Diana
Ananiadou, Sophia
Tsujii, Jun-ichi
Dátum:
2015
Téma:
P0 Philology. Linguistics / filológia, nyelvészet
QA76 Computer software / programozás
Tartalmi leírás:
Clinical documents have been an emerg-
ing target of natural language applications.
Information stored in documents created
at clinical settings can be very useful for
doctors or medical experts. However,
the way these documents are created and
stored is often a hindrance to accessing
their content. In this paper, an automatic
method for restoring the intended structure
of Hungarian ophthalmology documents is
described. The statements in these docu-
ments in their original form appeared un-
der various subheadings. We successfully
applied our method for reassigning the
correct heading for each line based on its
content. The results show that the cate-
gorization was correct for 81.99% of the
statements in our testset, compared to a
human categorization.
Típus:
Book Section
PeerReviewed
Formátum:
text
Azonosító:
Siklósi, Borbála and Novák, Attila (2015) Restoring the intended structure of Hungarian ophthalmology documents. In: Proceedings of the BioNLP 2015 Workshop on Biomedical Natural Language Processing. ACL, Beijing, pp. 152-157. ISBN 978-1-932432-66-4
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