A Proposed Approach for Structuring Radiology Reports

Ahmadi, Mehdi and Rafeh, Reza (2012) A Proposed Approach for Structuring Radiology Reports. International Journal of Computational Intelligence and Information Security, 3 (7). pp. 40-45. ISSN 1837-7823

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Abstract or Summary

Medical database includes both structured and unstructured data. Textual radiology reports are usuallystored in databases unstructured. In this article we propose a method for structuring textual radiology reports. Weextract patterns based on concepts in the textual radiology and use the Naive Bayes classifier to structure thetextual radiology reports with the patterns. The experimental results show that the proposed approach canstructre the radiology reports with a high precision.

Item Type:Journal article
Keywords that describe the item:Radiology Report, Structured Report, Naive Bayes Classifier
Subjects:Q Science > QA Mathematics > QA76 Computer software
R Medicine > RZ Other systems of medicine
Divisions:Schools > Centre for Business, Information Technology and Enterprise > School of Information Technology
ID Code:5099
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Deposited On:10 Jan 2017 00:57
Last Modified:19 Dec 2018 23:18

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