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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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Bibliografiske detaljer
Udgivet i:Front Oncol
Main Authors: Payabvash, Seyedmehdi, Aboian, Mariam, Tihan, Tarik, Cha, Soonmee
Format: Artigo
Sprog:Inglês
Udgivet: Frontiers Media S.A. 2020
Fag:
Online adgang: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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