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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Detaylı Bibliyografya
Yayımlandı:Magn Reson Med
Asıl Yazarlar: Zarinabad, Niloufar, Wilson, Martin, Gill, Simrandip K, Manias, Karen A, Davies, Nigel P, Peet, Andrew C
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: John Wiley and Sons Inc. 2016
Konular:
Preclinical and Clinical Spectroscopy—Full Paper
Online Erişim: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
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