Title :
MedIX: A named entity extraction tool from patient clinical reports
Author :
Fatiha, B. ; Bouziane, Beldjilali ; Baghdad, Abdennaceur
Author_Institution :
Comput. Sci. Dept., Univ. of Oran, Oran, Algeria
Abstract :
Much of the information that exists in patient clinical reports is difficult to access, as it is often in unstructured text form. To make easy access and search, we develop a tool for extracting named entities from free French reports. A rule-based approach is applied to clinical reports corpus of infectious diseases to extract semantic content in the form of named entities and properties. Two objectives can be achieved through this work; (1) the patient data anonymization and (2) the structured database fill in dedicated for future medical applications.
Keywords :
diseases; knowledge based systems; medical administrative data processing; medical computing; French reports; MedIX; infectious diseases; named entity extraction tool; patient clinical reports; patient data anonymization; rule-based approach; semantic content extraction; structured database; unstructured text form; Data mining; Databases; Diseases; History; Laboratories; Medical diagnostic imaging; Anonymization; Clinical report; information extraction; named entity extraction; natural language processing;
Conference_Titel :
Communications, Computing and Control Applications (CCCA), 2011 International Conference on
Conference_Location :
Hammamet
Print_ISBN :
978-1-4244-9795-9
DOI :
10.1109/CCCA.2011.6031494