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Classification of brain tumor type and grade using MRI texture and shape in a machine learning scheme

The objective of this study is to investigate the use of pattern classification methods for distinguishing different types of brain tumors, such as primary gliomas from metastases, and also for grading of gliomas. The availability of an automated computer analysis tool that is more objective than hu...

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Autori principali: Zacharaki, Evangelia I., Wang, Sumei, Chawla, Sanjeev, Yoo, Dong Soo, Wolf, Ronald, Melhem, Elias R., Davatzikos, Christos
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2009
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC2863141/
https://ncbi.nlm.nih.gov/pubmed/19859947
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/mrm.22147
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