Title :
On the Design of a Web-Based Decision Support System for Brain Tumour Diagnosis Using Distributed Agents
Author :
Arus, Carles ; Celda, Bernardo ; Dasmahaptra, Srinandan ; Dupplaw, David ; González-Vélez, Horacio ; Van Huffel, Sabine ; Lewis, Paul ; Ariet, MagíLluch I. ; Mier, Mariola ; Peet, Andrew ; Robles, Montserrat
Author_Institution :
Univ. Autonoma de Barcelona
Abstract :
This paper introduces HealthAgents, an EC-funded research project to improve the classification of brain tumours through multi-agent decision support over a distributed network of local databases or data marts. HealthAgents will not only develop new pattern recognition methods for a distributed classification and analysis of in vivo MRS and ex vivo/in vitro HRMAS and DNA data, but also define a method to assess the quality and usability of a new candidate local database containing a set of new cases, based on a compatibility score
Keywords :
Internet; brain; data warehouses; decision support systems; medical expert systems; multi-agent systems; patient diagnosis; pattern recognition; tumours; DNA data; HRMAS data; HealthAgents; Web-based decision support system; brain tumour diagnosis; data marts; distributed agents; multi-agent decision support; pattern recognition; Biopsy; DNA; Decision support systems; Distributed databases; Europe; In vitro; In vivo; Magnetic analysis; Magnetic resonance imaging; Tumors;
Conference_Titel :
Web Intelligence and Intelligent Agent Technology Workshops, 2006. WI-IAT 2006 Workshops. 2006 IEEE/WIC/ACM International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
0-7695-2749-3
DOI :
10.1109/WI-IATW.2006.97
