Multiproject-multicenter evaluation of automatic brain tumor classification by magnetic resonance spectroscopy.

Autores de IIS La Fe

• Juan Miguel García Gómez

  Autor

• Salvador Tortajada Velert

  Autor

• Elies Fuster Garcia

  Autor

• María Carmen Martínez Bisbal

  Autor

• Montserrat Robles Viejo

  Autor

Participantes ajenos a IIS La Fe

• Luts J
• Julià-Sapé M
• Krooshof P
• Robledo JV
• Melssen W
• Olier I
• Postma G
• Monleón D
• Moreno-Torres A
• Pujol J
• Candiota AP
• Suykens J
• Buydens L
• Celda B
• Van Huffel S
• Arús C

Abstract

Automatic brain tumor classification by MRS has been under development for more than a decade. Nonetheless, to our knowledge, there are no published evaluations of predictive models with unseen cases that are subsequently acquired in different centers. The multicenter eTUMOUR project (2004-2009), which builds upon previous expertise from the INTERPRET project (2000-2002) has allowed such an evaluation to take place.