Machine learning for semi­automated classification of glioblastoma, brain metastasis and central nervous system lymphoma using magnetic resonance advanced imaging

BACKGROUND: Differentiating glioblastoma, brain metastasis, and central nervous system lymphoma (CNSL) on conventional magnetic resonance imaging (MRI) can present a diagnostic dilemma due to the potential for overlapping imaging features. We investigate whether machine learning evaluation of multim...

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Detalles Bibliográficos
Publicado en:Ann Transl Med
Main Authors: Swinburne, Nathaniel C., Schefflein, Javin, Sakai, Yu, Oermann, Eric Karl, Titano, Joseph J., Chen, Iris, Tadayon, Sayedhedayatollah, Aggarwal, Amit, Doshi, Amish, Nael, Kambiz
Formato: Artigo
Idioma:Inglês
Publicado: AME Publishing Company 2019
Assuntos:
Original Article on Application of Artificial Intelligence to Radiology
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC6603356/
https://ncbi.nlm.nih.gov/pubmed/31317002
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.21037/atm.2018.08.05
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