Name
Abstract | ||
|---|---|---|
We present an agent-based distributed decision support system for the diagnosis and prognosis of brain tumors developed by the HealthAgents project. HealthAgents is a European Union funded research project, which aims to enhance the classification of brain tumors using such a decision support system based on intelligent agents to securely connect a network of clinical centers. The HealthAgents system is implementing novel pattern recognition discrimination methods, in order to analyze in vivo Magnetic Resonance Spectroscopy (MRS) and ex vivo/in vitro High Resolution Magic Angle Spinning Nuclear Magnetic Resonance (HR-MAS) and DNA micro-array data. HealthAgents intends not only to apply forefront agent technology to the biomedical field, but also develop the HealthAgents network, a globally distributed information and knowledge repository for brain tumor diagnosis and prognosis. |
Year | DOI | Venue |
|---|---|---|
2009 | https://doi.org/10.1007/s10489-007-0085-8 | Applied Intelligence |
Keywords | DocType | Volume |
Machine learning,Decision support systems,Computational intelligence,Agents,Pattern recognition,Medical ontologies,Medical informatics,Magnetic resonance | Journal | 30 |
Issue | ISSN | Citations |
3 | 0924-669X | 39 |
PageRank | References | Authors |
1.86 | 21 | 14 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| H. Gonzalez-Velez | 1 | 302 | 27.46 |
| Mariola Mier | 2 | 89 | 6.24 |
| Margarida Julià-sapé | 3 | 90 | 8.13 |
| Theodoros N. Arvanitis | 4 | 175 | 30.28 |
| Juan M. García-Gómez | 5 | 39 | 1.86 |
| Montserrat Robles | 6 | 1064 | 58.83 |
| Paul H. Lewis | 7 | 633 | 86.28 |
| Srinandan Dasmahapatra | 8 | 330 | 35.41 |
| David Dupplaw | 9 | 257 | 26.86 |
| Andrew Peet | 10 | 111 | 10.48 |
| Carles Arús | 11 | 127 | 12.63 |
| Bernardo Celda | 12 | 89 | 7.23 |
| Sabine Van Huffel | 13 | 1058 | 149.38 |
| Magí Lluch i Ariet | 14 | 108 | 8.75 |