Multiclass imbalance learning: Improving classification of pediatric brain tumors from magnetic resonance spectroscopy

PURPOSE: Classification of pediatric brain tumors from (1)H‐magnetic resonance spectroscopy (MRS) can aid diagnosis and management of brain tumors. However, varied incidence of the different tumor types leads to imbalanced class sizes and introduces difficulties in classifying rare tumor groups. Thi...

ver descrição completa

Na minha lista:
Detalhes bibliográficos
Publicado no:Magn Reson Med
Main Authors: Zarinabad, Niloufar, Wilson, Martin, Gill, Simrandip K, Manias, Karen A, Davies, Nigel P, Peet, Andrew C
Formato: Artigo
Idioma:Inglês
Publicado em: John Wiley and Sons Inc. 2016
Assuntos:
Preclinical and Clinical Spectroscopy—Full Paper
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5484359/
https://ncbi.nlm.nih.gov/pubmed/27404900
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/mrm.26318
Tags: Adicionar Tag
Sem tags, seja o primeiro a adicionar uma tag!

Registos relacionados