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...

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Detalles Bibliográficos
Autores principales: Zarinabad, Niloufar, Wilson, Martin, Gill, Simrandip K, Manias, Karen A, Davies, Nigel P, Peet, Andrew C
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2016
Materias:
Preclinical and Clinical Spectroscopy—Full Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5484359/
https://www.ncbi.nlm.nih.gov/pubmed/27404900
http://dx.doi.org/10.1002/mrm.26318

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5484359/
https://www.ncbi.nlm.nih.gov/pubmed/27404900
http://dx.doi.org/10.1002/mrm.26318

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