Tumor Texture Analysis in 18F-FDG PET: Relationships Between Texture Parameters, Histogram Indices, Standardized Uptake Values, Metabolic Volumes, and Total Lesion Glycolysis

No abstract is available for this paper.

• Publication year

  2014

• Venue

  Journal of Nuclear Medicine

• Publication date

  2014-03-01

• Fields of study

  Medicine, Mathematics

• Identifiers
  DOI 10.2967/jnumed.113.129858PMID 24549286
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar, PubMed

• No claims are published for this paper.

• No concepts are published for this paper.

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  2013influential reference
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