Ir al contenido (pulsa Retorno)

Universitat Politècnica de Catalunya

    • Català
    • Castellano
    • English
    • LoginRegisterLog in (no UPC users)
  • mailContact Us
  • world English 
    • Català
    • Castellano
    • English
  • userLogin   
      LoginRegisterLog in (no UPC users)

UPCommons. Global access to UPC knowledge

58.848 UPC E-Prints
You are here:
View Item 
  •   DSpace Home
  • E-prints
  • Departaments
  • Departament de Ciències de la Computació
  • Ponències/Comunicacions de congressos
  • View Item
  •   DSpace Home
  • E-prints
  • Departaments
  • Departament de Ciències de la Computació
  • Ponències/Comunicacions de congressos
  • View Item
JavaScript is disabled for your browser. Some features of this site may not work without it.

Discriminating glioblastomas from metastases in a SV1H-MRS brain tumour database

Thumbnail
View/Open
Article (170,1Kb)
Share:
 
  View Usage Statistics
Cita com:
hdl:2117/15706

Show full item record
Romero Merino, EnriqueMés informacióMés informacióMés informació
Vellido Alcacena, AlfredoMés informacióMés informacióMés informació
Julià Sapé, Margarida
Arús, Carles
Document typeConference report
Defense date2009
Rights accessOpen Access
Attribution-NonCommercial-NoDerivs 3.0 Spain
Except where otherwise noted, content on this work is licensed under a Creative Commons license : Attribution-NonCommercial-NoDerivs 3.0 Spain
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.
CitationRomero, 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. 
URIhttp://hdl.handle.net/2117/15706
Publisher versionhttp://www.springerlink.com/content/x465x44qp5g602hu/
Collections
  • Departament de Ciències de la Computació - Ponències/Comunicacions de congressos [1.219]
  • SOCO - Soft Computing - Ponències/Comunicacions de congressos [110]
Share:
 
  View Usage Statistics

Show full item record

FilesDescriptionSizeFormatView
GlvsMe_ESMRMB09.pdfArticle170,1KbPDFView/Open

Browse

This CollectionBy Issue DateAuthorsOther contributionsTitlesSubjectsThis repositoryCommunities & CollectionsBy Issue DateAuthorsOther contributionsTitlesSubjects

© UPC Obrir en finestra nova . Servei de Biblioteques, Publicacions i Arxius

info.biblioteques@upc.edu

  • About This Repository
  • Contact Us
  • Send Feedback
  • Inici de la pàgina