Title :
Towards an applied multicriteria model to the diagnosis of Alzheimer´s disease: A neuroimaging study case
Author :
Tamanini, Isabelle ; De Castro, Ana Karoline ; Pinheiro, Placido R. ; Pinheiro, M.C.D.
Author_Institution :
Grad. Program in Appl. Comput. Sci., Univ. of Fortaleza (UNIFOR), Fortaleza, Brazil
Abstract :
The Alzheimer´s disease has become the most frequent cause of dementia in the last few years, and it is responsible, alone or in association with other diseases, for 50% of the cases in western countries. The main focus of this work is to develop a multicriteria model for aiding in decision making on the diagnosis of Alzheimer´s disease by using the Aranau Tool, structured on the Verbal Decision Analysis. In this work, the modeling and evaluation processes were conducted with the aid of a medical expert, bibliographic sources and questionnaires. The questionnaires taken into account were based mainly on patients´ neuroimaging tests, and we analyzed wheter or not there were problems in the patients´ brain that could be relevant to the diagnosis of Alzheimer´s disease.
Keywords :
decision making; medical expert systems; neurophysiology; operations research; Alzheimers disease diagnosis; Aranau tool; aiding decision making; applied multicriteria model; bibliographic questionnaires; bibliographic sources; dementia; medical expert aid; multicriteria model development; neuroimaging study case; neuroimaging tests; verbal decision analysis; Alzheimer´s disease; Batteries; Decision making; Dementia; Demography; Hippocampus; Medical diagnostic imaging; Neuroimaging; Senior citizens; Testing;
Conference_Titel :
Intelligent Computing and Intelligent Systems, 2009. ICIS 2009. IEEE International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-4754-1
Electronic_ISBN :
978-1-4244-4738-1
DOI :
10.1109/ICICISYS.2009.5358087