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Feature Selection with Single-Layer Perceptrons for a multicentre 1H-MRS brain tumour database
| dc.contributor.author | Romero Merino, Enrique |
| dc.contributor.author | Vellido Alcacena, Alfredo |
| dc.contributor.author | Sopena, Josep Maria |
| dc.contributor.other | Universitat Politècnica de Catalunya. Departament de Llenguatges i Sistemes Informàtics |
| dc.date.accessioned | 2011-01-10T17:29:58Z |
| dc.date.available | 2011-01-10T17:29:58Z |
| dc.date.created | 2009-06-12 |
| dc.date.issued | 2009-06-12 |
| dc.identifier.citation | 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. |
| dc.identifier.issn | 0302-9743 |
| dc.identifier.uri | http://hdl.handle.net/2117/10946 |
| dc.description.abstract | 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. |
| dc.format.extent | 8 p. |
| dc.language.iso | eng |
| dc.subject | Àrees temàtiques de la UPC::Informàtica::Aplicacions de la informàtica::Bioinformàtica |
| dc.subject.lcsh | Brain -- Tumors -- Diagnosis |
| dc.subject.lcsh | Medical informatics |
| dc.subject.lcsh | Decision support systems |
| dc.title | Feature Selection with Single-Layer Perceptrons for a multicentre 1H-MRS brain tumour database |
| dc.type | Article |
| dc.subject.lemac | Cervell -- Tumors |
| dc.subject.lemac | Informàtica mèdica |
| dc.subject.lemac | Sistemes d'ajuda a la decisió |
| dc.contributor.group | Universitat Politècnica de Catalunya. SOCO - Soft Computing |
| dc.identifier.doi | 10.1007/978-3-642-02478-8_127 |
| dc.rights.access | Restricted access - publisher's policy |
| local.identifier.drac | 2551322 |
| dc.description.version | Postprint (published version) |
| local.citation.author | Romero, E.; Vellido, A.; Sopena, J. |
| local.citation.publicationName | Lecture notes in computer science |
| local.citation.volume | 5517 |
| local.citation.startingPage | 1013 |
| local.citation.endingPage | 1020 |
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