Using a Cellular Automaton to Extract Medical Information from Clinical Reports


Fatiha Barigou, Baghdad Atmani, Bouziane Beldjilali, Journal of Information Processing Systems Vol. 8, No. 1, pp. 67-84, Feb. 2012  

10.3745/JIPS.2012.8.1.067
Keywords: Clinical Reports, Information Extraction, Cellular Automaton, Boolean Inference Engine
Fulltext:

Abstract

An important amount of clinical data concerning the medical history of a patient is in the form of clinical reports that are written by doctors. They describe patients, their pathologies, their personal and medical histories, findings made during interviews or during procedures, and so forth. They represent a source of precious information that can be used in several applications such as research information to diagnose new patients, epidemiological studies, decision support, statistical analysis, and data mining. But this information is difficult to access, as it is often in unstructured text form. To make access to patient data easy, our research aims to develop a system for extracting information from unstructured text. In a previous work, a rule-based approach is applied to a clinical reports corpus of infectious diseases to extract structured data in the form of named entities and properties. In this paper, we propose the use of a Boolean inference engine, which is based on a cellular automaton, to do extraction. Our motivation to adopt this Boolean modeling approach is twofold: first optimize storage, and second reduce the response time of the entities extraction.


Statistics
Show / Hide Statistics

Statistics (Cumulative Counts from November 1st, 2017)
Multiple requests among the same browser session are counted as one view.
If you mouse over a chart, the values of data points will be shown.




Cite this article
[APA Style]
Fatiha Barigou, Baghdad Atmani, & Bouziane Beldjilali (2012). Using a Cellular Automaton to Extract Medical Information from Clinical Reports. Journal of Information Processing Systems, 8(1), 67-84. DOI: 10.3745/JIPS.2012.8.1.067.

[IEEE Style]
F. Barigou, B. Atmani and B. Beldjilali, "Using a Cellular Automaton to Extract Medical Information from Clinical Reports," Journal of Information Processing Systems, vol. 8, no. 1, pp. 67-84, 2012. DOI: 10.3745/JIPS.2012.8.1.067.

[ACM Style]
Fatiha Barigou, Baghdad Atmani, and Bouziane Beldjilali. 2012. Using a Cellular Automaton to Extract Medical Information from Clinical Reports. Journal of Information Processing Systems, 8, 1, (2012), 67-84. DOI: 10.3745/JIPS.2012.8.1.067.