Title :
Using reference ontology to elicit attributes of brain tumors database
Author :
Santos, Ricardo S. ; Parente de Oliveira, Jose M. ; Malheiros, Suzana M. F. ; Neto, Manoel A. P. ; Lanzoni, Oreste ; Cetl, Luiz D. ; Cavalheiro, Sergio
Author_Institution :
Div. of Comput. Sci., Inst. Tecnol. de Aeronaut. - ITA, São José dos Campos, Brazil
Abstract :
Multidisciplinary approach to treatment planning of brain tumors is a worldwide increasingly practice; this approach is achieved using multidisciplinary team meetings (MDTM) to discuss cases. Some studies point the lack of information to the team members as a major problem of MDTM. To overcome this problem, we propose an information system called SATTC (the Portuguese acronym for Support System for Brain Tumor´s Therapeutic Planning). Starting with database modeling, a considerable problem emerged: finding some extra time in the agenda of medical practitioners for attributes elicitation workshops. To overcome this problem, we attempted an alternative method: using a reference ontology, particularly the NCI Thesaurus. Therefore, this paper proposes the use of NCI Thesaurus to elicit attributes of a Brain Tumors database. The method has been evaluated by comparing database attributes that were obtained using the proposed method versus the traditional method. This comparison showed a good outcome for the proposed method, which obtained 109 attributes compared with 101 discovered by elicitation workshops.
Keywords :
brain; medical information systems; ontologies (artificial intelligence); patient treatment; tumours; MDTM; NCI thesaurus; SATTC; brain tumor database; medical practitioners; multidisciplinary team meetings; reference ontology; Conferences; Databases; Ontologies; Planning; Terminology; Thesauri; Tumors; Brain Tumor; Database Design; Knowledge Representation; Medical Information Systems; Ontology; Requirements Elicitation;
Conference_Titel :
Information Society (i-Society), 2014 International Conference on
Conference_Location :
London
DOI :
10.1109/i-Society.2014.7009038