Machine Learning Decision Tree Models for Differentiation of Posterior Fossa Tumors Using Diffusion Histogram Analysis and Structural MRI Findings

We applied machine learning algorithms for differentiation of posterior fossa tumors using apparent diffusion coefficient (ADC) histogram analysis and structural MRI findings. A total of 256 patients with intra-axial posterior fossa tumors were identified, of whom 248 were included in machine learni...

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Detalhes bibliográficos
Publicado no:Front Oncol
Main Authors: Payabvash, Seyedmehdi, Aboian, Mariam, Tihan, Tarik, Cha, Soonmee
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2020
Assuntos:
Oncology
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7018938/
https://ncbi.nlm.nih.gov/pubmed/32117728
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fonc.2020.00071
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