Carregant...
Carregant...

Vés al contingut (premeu Retorn)

Feature Selection with Single-Layer Perceptrons for a multicentre 1H-MRS brain tumour database

Autor
Romero, E.; Vellido, A.; Sopena, J.
Tipus d'activitat
Article en revista
Revista
Lecture notes in computer science
Data de publicació
2009-06-12
Volum
5517
Pàgina inicial
1013
Pàgina final
1020
DOI
https://doi.org/10.1007/978-3-642-02478-8_127 Obrir en finestra nova
Repositori
http://hdl.handle.net/2117/10946 Obrir en finestra nova
Resum
A Feature Selection process with Single-Layer Perceptrons is shown to provide optimum discrimination of an international, multi-centre 1H-MRS database of brain tumors at reasonable computational cost. Results are both intuitively interpretable and very accurate. The method remains simple enough as to allow its easy integration in existing medical decision support systems.
Citació
Romero, E.; Vellido, A.; Sopena, J. Feature Selection with Single-Layer Perceptrons for a multicentre 1H-MRS brain tumour database. "Lecture notes in computer science", 12 Juny 2009, vol. 5517, p. 1013-1020.
Grup de recerca
IDEAI-UPC Intelligent Data Science and Artificial Intelligence
SOCO - Soft Computing

Participants