Rights accessRestricted access - publisher's policy
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.
CitationRomero, 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.
All rights reserved. This work is protected by the corresponding intellectual and industrial property rights. Without prejudice to any existing legal exemptions, reproduction, distribution, public communication or transformation of this work are prohibited without permission of the copyright holder. If you wish to make any use of the work not provided for in the law, please contact: email@example.com