Mostra el registre d'ítem simple
Discriminating glioblastomas from metastases in a SV1H-MRS brain tumour database
| dc.contributor.author | Romero Merino, Enrique |
| dc.contributor.author | Vellido Alcacena, Alfredo |
| dc.contributor.author | Julià Sapé, Margarida |
| dc.contributor.author | Arús, Carles |
| dc.contributor.other | Universitat Politècnica de Catalunya. Departament de Llenguatges i Sistemes Informàtics |
| dc.date.accessioned | 2012-04-04T11:06:35Z |
| dc.date.available | 2012-04-04T11:06:35Z |
| dc.date.created | 2009 |
| dc.date.issued | 2009 |
| dc.identifier.citation | Romero, E. [et al.]. Discriminating glioblastomas from metastases in a SV1H-MRS brain tumour database. A: Annual Scientific Meeting of the European Society for Magnetic Resonance in Medicine and Biology. "Magnetic Resonance Materials in Physics, Biology and Medicine, Vol. 22, Sup.1: Book of Abstracts ESMRMB 2009". Antalya: 2009, p. 18-19. |
| dc.identifier.uri | http://hdl.handle.net/2117/15706 |
| dc.description.abstract | A Feature Selection (FS) process with a simple Machine Learning method, namely the Single-Layer Perceptron (SLP), is shown to discriminate metastases from glioblastomas with high accuracy using single voxel H-MRS from an international, multi-centre database of brain tumors. The method has low computational cost and its results are intuitively interpretable. |
| dc.format.extent | 2 p. |
| dc.language.iso | eng |
| dc.rights | Attribution-NonCommercial-NoDerivs 3.0 Spain |
| dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/es/ |
| 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.title | Discriminating glioblastomas from metastases in a SV1H-MRS brain tumour database |
| dc.type | Conference report |
| dc.subject.lemac | Cervell -- Tumors |
| dc.subject.lemac | Medicina -- Informàtica |
| dc.contributor.group | Universitat Politècnica de Catalunya. SOCO - Soft Computing |
| dc.relation.publisherversion | http://www.springerlink.com/content/x465x44qp5g602hu/ |
| dc.rights.access | Open Access |
| local.identifier.drac | 3103878 |
| dc.description.version | Postprint (author’s final draft) |
| local.citation.author | Romero, E.; Vellido, A.; Julià, M.; Arús, C. |
| local.citation.contributor | Annual Scientific Meeting of the European Society for Magnetic Resonance in Medicine and Biology |
| local.citation.pubplace | Antalya |
| local.citation.publicationName | Magnetic Resonance Materials in Physics, Biology and Medicine, Vol. 22, Sup.1: Book of Abstracts ESMRMB 2009 |
| local.citation.startingPage | 18 |
| local.citation.endingPage | 19 |
