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@inbook{1085906, author = {Kraurova, Olga and Alexandrov, Mikhail and Bourek, Aleš}, address = {Rzesow, Sofia}, booktitle = {Artificial Intelligence Methods and Techniques for Business and Engineering Aplications.}, edition = {1st ed.}, keywords = {natural language processing medical diagnostics document classification}, howpublished = {elektronická verze "online"}, language = {eng}, location = {Rzesow, Sofia}, isbn = {978-954-16-0058-0}, pages = {56-70}, publisher = {ITHEA}, title = {Classification of Primary Medical Records with RUBRYX-2: First Experience}, url = {http://www.foibg.com/ibs_isc/ibs-26/ibs-26.htm}, year = {2012} }
TY - CHAP ID - 1085906 AU - Kraurova, Olga - Alexandrov, Mikhail - Bourek, Aleš PY - 2012 TI - Classification of Primary Medical Records with RUBRYX-2: First Experience VL - ITHEA IBS ISC No.:26 PB - ITHEA CY - Rzesow, Sofia SN - 9789541600580 KW - natural language processing medical diagnostics document classification UR - http://www.foibg.com/ibs_isc/ibs-26/ibs-26.htm N2 - RUBRYX is a document classifier developed in 2000s for processing large volumes of Web information. RUBRYX uses weighted sum of n-grams (n=1,2,3) extracted from a very limited number of samples (about 5-10) and takes into account their mutual position in a given text. This sophisticated algorithm proves to be very effective in classifying primary medical records presented in a free text form. In the paper we study possibilities of RUBRYX (version 2.2) on a limited document set in Spanish. These documents are medical histories related to stomach diseases. Such area should be considered as a narrow subset of medical records. The high quality of archived results (accuracy 80%-90%) allows us to recommend RUBRYX for similar applications. ER -
KRAUROVA, Olga, Mikhail ALEXANDROV and Aleš BOUREK. Classification of Primary Medical Records with RUBRYX-2: First Experience. Online. In \textit{Artificial Intelligence Methods and Techniques for Business and Engineering Aplications.}. 1st ed. Rzesow, Sofia: ITHEA, 2012, p.~56-70. ITHEA IBS ISC No.:26. ISBN~978-954-16-0058-0.
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