On the design of a web-based decision support system for brain tumour diagnosis using distributed agents

被引:14
|
作者
Arus, Carles [1 ]
Celda, Bernardo [2 ]
Dasmahaptra, Srinandan [3 ]
Dupplaw, David [3 ]
Gonzalez-Velez, Horacio [4 ]
Van Huffel, Sabine [5 ]
Lewis, Paul [3 ]
Ariet, Magi Lluch i [6 ]
Mier, Mariola [7 ]
Peet, Andrew [8 ]
Robles, Montserrat [9 ]
机构
[1] Univ Autonoma Barcelona, E-08193 Barcelona, Spain
[2] Univ Valencia, E-46003 Valencia, Spain
[3] Univ Southampton, Helgoland, Germany
[4] Univ Edinburgh, Edinburgh, Midlothian, Scotland
[5] Katholieke Univ Leuven, Oulu, Finland
[6] MicroArt, Kansas City, MO USA
[7] MicroArt & U Edinburgh, Kansas City, MO USA
[8] Univ Birmingham, Birmingham, W Midlands, England
[9] ITACA, Valencia, Spain
来源
2006 IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE AND INTELLIGENT AGENT TECHNOLOGY, WORKSHOPS PROCEEDINGS | 2006年
关键词
D O I
10.1109/WI-IATW.2006.97
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
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.
引用
收藏
页码:208 / +
页数:2
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